Dataset info
| Number of variables | 60 |
|---|---|
| Number of observations | 3366 |
| Missing cells | 0 (0.0%) |
| Duplicate rows | 0 (0.0%) |
| Total size in memory | 2.3 MiB |
| Average record size in memory | 709.9 B |
Variables types
| NUM | 46 |
|---|---|
| BOOL | 10 |
| CAT | 4 |
Reproduction info
| Date of analysis | 2021-02-08 11:56:25.359814 |
|---|---|
| Version | pandas-profiling v2.4.0 |
| Command line | pandas_profiling --config_file config.yaml [YOUR_FILE.csv] |
| Download Configuration | config.yaml |
Warnings
age
Real number (ℝ≥0)
| Distinct count | 73 |
|---|---|
| Unique (%) | 2.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 64.59952465834819 |
|---|---|
| Minimum | 17.0 |
| Maximum | 89.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 26.4 KiB |
Quantile statistics
| Minimum | 17 |
|---|---|
| 5-th percentile | 37 |
| Q1 | 57 |
| median | 67 |
| Q3 | 75 |
| 95-th percentile | 83.75 |
| Maximum | 89 |
| Range | 72 |
| Interquartile range (IQR) | 18 |
Descriptive statistics
| Standard deviation | 13.78933153 |
|---|---|
| Coefficient of variation (CV) | 0.2134587151 |
| Kurtosis | 0.8945340963 |
| Mean | 64.59952466 |
| Median Absolute Deviation (MAD) | 10.73719227 |
| Skewness | -0.9003583782 |
| Sum | 217442 |
| Variance | 190.145664 |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[17. 40.5 46.5 50.5 59.5 79.5 85.5 89. ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 71 | 118 | 3.5% | |
| 67 | 117 | 3.5% | |
| 68 | 115 | 3.4% | |
| 73 | 115 | 3.4% | |
| 63 | 112 | 3.3% | |
| 72 | 112 | 3.3% | |
| 60 | 107 | 3.2% | |
| 75 | 103 | 3.1% | |
| 66 | 99 | 2.9% | |
| 74 | 97 | 2.9% | |
| Other values (63) | 2271 | 67.5% |
| Value | Count | Frequency (%) | |
| 17 | 3 | 0.1% | |
| 18 | 5 | 0.1% | |
| 19 | 7 | 0.2% | |
| 20 | 6 | 0.2% | |
| 21 | 13 | 0.4% |
| Value | Count | Frequency (%) | |
| 89 | 13 | 0.4% | |
| 88 | 16 | 0.5% | |
| 87 | 22 | 0.7% | |
| 86 | 29 | 0.9% | |
| 85 | 41 | 1.2% |
apache_2_diagnosis
Real number (ℝ≥0)
| Distinct count | 42 |
|---|---|
| Unique (%) | 1.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 238.36482471776588 |
|---|---|
| Minimum | 101.0 |
| Maximum | 308.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 26.4 KiB |
Quantile statistics
| Minimum | 101 |
|---|---|
| 5-th percentile | 114 |
| Q1 | 203 |
| median | 208 |
| Q3 | 308 |
| 95-th percentile | 308 |
| Maximum | 308 |
| Range | 207 |
| Interquartile range (IQR) | 105 |
Descriptive statistics
| Standard deviation | 68.49939425 |
|---|---|
| Coefficient of variation (CV) | 0.2873720748 |
| Kurtosis | -1.055279474 |
| Mean | 238.3648247 |
| Median Absolute Deviation (MAD) | 61.79728536 |
| Skewness | -0.4073830166 |
| Sum | 802336 |
| Variance | 4692.167012 |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[101. 112.5 113.5 114.5 115.5 ... 303.5 304.5 305.5 307.5 308. ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 308 | 1167 | 34.7% | |
| 203 | 977 | 29.0% | |
| 114 | 176 | 5.2% | |
| 202 | 173 | 5.1% | |
| 302 | 146 | 4.3% | |
| 304 | 103 | 3.1% | |
| 113 | 101 | 3.0% | |
| 207 | 70 | 2.1% | |
| 214 | 65 | 1.9% | |
| 303 | 44 | 1.3% | |
| Other values (32) | 344 | 10.2% |
| Value | Count | Frequency (%) | |
| 101 | 2 | 0.1% | |
| 102 | 2 | 0.1% | |
| 103 | 6 | 0.2% | |
| 105 | 3 | 0.1% | |
| 106 | 8 | 0.2% |
| Value | Count | Frequency (%) | |
| 308 | 1167 | 34.7% | |
| 307 | 2 | 0.1% | |
| 306 | 2 | 0.1% | |
| 305 | 32 | 1.0% | |
| 304 | 103 | 3.1% |
arf_apache
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 26.4 KiB |
| 0 | |
|---|---|
| 1 | 76 |
| Value | Count | Frequency (%) | |
| 0 | 3290 | 97.7% | |
| 1 | 76 | 2.3% |
bmi
Real number (ℝ≥0)
| Distinct count | 3063 |
|---|---|
| Unique (%) | 91.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 29.994778284191916 |
|---|---|
| Minimum | 14.84492591 |
| Maximum | 67.81498973 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 26.4 KiB |
Quantile statistics
| Minimum | 14.84492591 |
|---|---|
| 5-th percentile | 20.58851128 |
| Q1 | 25.30617306 |
| median | 28.89089385 |
| Q3 | 33.58926424 |
| 95-th percentile | 42.3395791 |
| Maximum | 67.81498973 |
| Range | 52.97006382 |
| Interquartile range (IQR) | 8.28309118 |
Descriptive statistics
| Standard deviation | 7.066458422 |
|---|---|
| Coefficient of variation (CV) | 0.2355896201 |
| Kurtosis | 3.965417979 |
| Mean | 29.99477828 |
| Median Absolute Deviation (MAD) | 5.257511893 |
| Skewness | 1.358744852 |
| Sum | 100962.4237 |
| Variance | 49.93483463 |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[14.84492591 18.06919887 20.23826458 21.96328326 23.62406585 ... 40.58041857 45.67623135 52.87347146 67.4945466 67.81498973], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 67.81498973 | 11 | 0.3% | |
| 14.84492591 | 5 | 0.1% | |
| 29.93615455 | 4 | 0.1% | |
| 30.11434594 | 4 | 0.1% | |
| 27.6816609 | 4 | 0.1% | |
| 27.99495395 | 4 | 0.1% | |
| 28.69087371 | 4 | 0.1% | |
| 33.4615355 | 4 | 0.1% | |
| 26.57148171 | 4 | 0.1% | |
| 31.95274882 | 3 | 0.1% | |
| Other values (3053) | 3319 | 98.6% |
| Value | Count | Frequency (%) | |
| 14.84492591 | 5 | 0.1% | |
| 14.9854697 | 1 | < 0.1% | |
| 15.14960232 | 1 | < 0.1% | |
| 15.20539991 | 1 | < 0.1% | |
| 16.17541128 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 67.81498973 | 11 | 0.3% | |
| 67.17410348 | 1 | < 0.1% | |
| 65.42705971 | 1 | < 0.1% | |
| 64.04031812 | 1 | < 0.1% | |
| 62.9296875 | 1 | < 0.1% |
cirrhosis
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 26.4 KiB |
| 0 | |
|---|---|
| 1 | 55 |
| Value | Count | Frequency (%) | |
| 0 | 3311 | 98.4% | |
| 1 | 55 | 1.6% |
d1_arterial_pco2_max
Real number (ℝ≥0)
| Distinct count | 398 |
|---|---|
| Unique (%) | 11.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 46.18351158645277 |
|---|---|
| Minimum | 23.6 |
| Maximum | 111.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 26.4 KiB |
Quantile statistics
| Minimum | 23.6 |
|---|---|
| 5-th percentile | 35.125 |
| Q1 | 41 |
| median | 45 |
| Q3 | 49.1 |
| 95-th percentile | 61.8 |
| Maximum | 111 |
| Range | 87.4 |
| Interquartile range (IQR) | 8.1 |
Descriptive statistics
| Standard deviation | 9.15617566 |
|---|---|
| Coefficient of variation (CV) | 0.1982563765 |
| Kurtosis | 11.23588299 |
| Mean | 46.18351159 |
| Median Absolute Deviation (MAD) | 6.112184602 |
| Skewness | 2.342643388 |
| Sum | 155453.7 |
| Variance | 83.83555272 |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[ 23.6 30.95 31.05 31.9 32.1 ... 67.05 72.3 84. 110.05 111. ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 42 | 144 | 4.3% | |
| 47 | 129 | 3.8% | |
| 44 | 128 | 3.8% | |
| 46 | 126 | 3.7% | |
| 43 | 126 | 3.7% | |
| 45 | 125 | 3.7% | |
| 41 | 108 | 3.2% | |
| 40 | 102 | 3.0% | |
| 48 | 101 | 3.0% | |
| 49 | 94 | 2.8% | |
| Other values (388) | 2183 | 64.9% |
| Value | Count | Frequency (%) | |
| 23.6 | 1 | < 0.1% | |
| 23.8 | 1 | < 0.1% | |
| 24 | 1 | < 0.1% | |
| 24.3 | 1 | < 0.1% | |
| 24.5 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 111 | 8 | 0.2% | |
| 109.1 | 1 | < 0.1% | |
| 106 | 1 | < 0.1% | |
| 105 | 1 | < 0.1% | |
| 104.4 | 1 | < 0.1% |
d1_arterial_pco2_min
Real number (ℝ≥0)
| Distinct count | 302 |
|---|---|
| Unique (%) | 9.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 35.74539512774807 |
|---|---|
| Minimum | 14.9 |
| Maximum | 69.6 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 26.4 KiB |
Quantile statistics
| Minimum | 14.9 |
|---|---|
| 5-th percentile | 25.725 |
| Q1 | 32.1 |
| median | 36 |
| Q3 | 39.5 |
| 95-th percentile | 45 |
| Maximum | 69.6 |
| Range | 54.7 |
| Interquartile range (IQR) | 7.4 |
Descriptive statistics
| Standard deviation | 6.020255646 |
|---|---|
| Coefficient of variation (CV) | 0.1684204532 |
| Kurtosis | 1.34405369 |
| Mean | 35.74539513 |
| Median Absolute Deviation (MAD) | 4.588104314 |
| Skewness | -0.03652194782 |
| Sum | 120319 |
| Variance | 36.24347805 |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[14.9 20.9 21.05 23.95 24.05 ... 47.85 48.05 52.2 59.9 69.6 ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 36 | 168 | 5.0% | |
| 37 | 163 | 4.8% | |
| 39 | 145 | 4.3% | |
| 35 | 142 | 4.2% | |
| 38 | 134 | 4.0% | |
| 33 | 121 | 3.6% | |
| 40 | 117 | 3.5% | |
| 34 | 117 | 3.5% | |
| 41 | 104 | 3.1% | |
| 42 | 82 | 2.4% | |
| Other values (292) | 2073 | 61.6% |
| Value | Count | Frequency (%) | |
| 14.9 | 3 | 0.1% | |
| 15 | 2 | 0.1% | |
| 16 | 2 | 0.1% | |
| 16.3 | 1 | < 0.1% | |
| 16.5 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 69.6 | 1 | < 0.1% | |
| 66.3 | 1 | < 0.1% | |
| 62.5 | 1 | < 0.1% | |
| 60.2 | 1 | < 0.1% | |
| 59.6 | 1 | < 0.1% |
d1_arterial_ph_max
Real number (ℝ≥0)
| Distinct count | 310 |
|---|---|
| Unique (%) | 9.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.403385906120024 |
|---|---|
| Minimum | 7.05428 |
| Maximum | 7.62 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 26.4 KiB |
Quantile statistics
| Minimum | 7.05428 |
|---|---|
| 5-th percentile | 7.3 |
| Q1 | 7.367 |
| median | 7.4 |
| Q3 | 7.44 |
| 95-th percentile | 7.517 |
| Maximum | 7.62 |
| Range | 0.56572 |
| Interquartile range (IQR) | 0.073 |
Descriptive statistics
| Standard deviation | 0.06826065373 |
|---|---|
| Coefficient of variation (CV) | 0.009220193921 |
| Kurtosis | 3.051553947 |
| Mean | 7.403385906 |
| Median Absolute Deviation (MAD) | 0.04966236579 |
| Skewness | -0.4226471095 |
| Sum | 24919.79696 |
| Variance | 0.004659516848 |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[7.05428 7.05714 7.1995 7.2695 7.2725 ... 7.541 7.5495 7.5505 7.617 7.62 ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 7.4 | 163 | 4.8% | |
| 7.39 | 153 | 4.5% | |
| 7.41 | 145 | 4.3% | |
| 7.38 | 139 | 4.1% | |
| 7.42 | 122 | 3.6% | |
| 7.43 | 121 | 3.6% | |
| 7.37 | 120 | 3.6% | |
| 7.36 | 113 | 3.4% | |
| 7.44 | 96 | 2.9% | |
| 7.35 | 91 | 2.7% | |
| Other values (300) | 2103 | 62.5% |
| Value | Count | Frequency (%) | |
| 7.05428 | 7 | 0.2% | |
| 7.06 | 2 | 0.1% | |
| 7.08 | 1 | < 0.1% | |
| 7.09 | 1 | < 0.1% | |
| 7.1 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 7.62 | 11 | 0.3% | |
| 7.614 | 1 | < 0.1% | |
| 7.61 | 4 | 0.1% | |
| 7.609 | 1 | < 0.1% | |
| 7.606 | 1 | < 0.1% |
d1_arterial_ph_min
Real number (ℝ≥0)
| Distinct count | 380 |
|---|---|
| Unique (%) | 11.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.2978492929292935 |
|---|---|
| Minimum | 6.89 |
| Maximum | 7.557860000000001 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 26.4 KiB |
Quantile statistics
| Minimum | 6.89 |
|---|---|
| 5-th percentile | 7.1155 |
| Q1 | 7.27 |
| median | 7.31 |
| Q3 | 7.35 |
| 95-th percentile | 7.41 |
| Maximum | 7.55786 |
| Range | 0.66786 |
| Interquartile range (IQR) | 0.08 |
Descriptive statistics
| Standard deviation | 0.09009540096 |
|---|---|
| Coefficient of variation (CV) | 0.01234547294 |
| Kurtosis | 3.928141105 |
| Mean | 7.297849293 |
| Median Absolute Deviation (MAD) | 0.06257613113 |
| Skewness | -1.555486712 |
| Sum | 24564.56072 |
| Variance | 0.008117181274 |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[6.89 6.891 7.027 7.1075 7.1105 ... 7.4205 7.4395 7.4405 7.4715 7.55786], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 7.32 | 143 | 4.2% | |
| 7.31 | 133 | 4.0% | |
| 7.33 | 133 | 4.0% | |
| 7.29 | 125 | 3.7% | |
| 7.3 | 124 | 3.7% | |
| 7.34 | 117 | 3.5% | |
| 7.28 | 112 | 3.3% | |
| 7.35 | 109 | 3.2% | |
| 7.36 | 84 | 2.5% | |
| 7.27 | 82 | 2.4% | |
| Other values (370) | 2204 | 65.5% |
| Value | Count | Frequency (%) | |
| 6.89 | 10 | 0.3% | |
| 6.892 | 1 | < 0.1% | |
| 6.894 | 1 | < 0.1% | |
| 6.9 | 3 | 0.1% | |
| 6.91 | 4 | 0.1% |
| Value | Count | Frequency (%) | |
| 7.55786 | 2 | 0.1% | |
| 7.52 | 2 | 0.1% | |
| 7.51 | 1 | < 0.1% | |
| 7.507 | 1 | < 0.1% | |
| 7.493 | 1 | < 0.1% |
d1_arterial_po2_min
Real number (ℝ≥0)
| Distinct count | 537 |
|---|---|
| Unique (%) | 16.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 94.42287106357693 |
|---|---|
| Minimum | 28.0 |
| Maximum | 448.892 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 26.4 KiB |
Quantile statistics
| Minimum | 28 |
|---|---|
| 5-th percentile | 51 |
| Q1 | 69.925 |
| median | 84 |
| Q3 | 109 |
| 95-th percentile | 167.75 |
| Maximum | 448.892 |
| Range | 420.892 |
| Interquartile range (IQR) | 39.075 |
Descriptive statistics
| Standard deviation | 40.67964971 |
|---|---|
| Coefficient of variation (CV) | 0.4308241134 |
| Kurtosis | 11.58537459 |
| Mean | 94.42287106 |
| Median Absolute Deviation (MAD) | 28.26212058 |
| Skewness | 2.459352079 |
| Sum | 317827.384 |
| Variance | 1654.833901 |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[ 28. 28.3 43.5 52.8 53.1 ... 157.05 184.3 209. 249. 448.892], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 73 | 61 | 1.8% | |
| 79 | 60 | 1.8% | |
| 76 | 58 | 1.7% | |
| 83 | 57 | 1.7% | |
| 71 | 54 | 1.6% | |
| 74 | 49 | 1.5% | |
| 84 | 49 | 1.5% | |
| 61 | 48 | 1.4% | |
| 63 | 47 | 1.4% | |
| 69 | 46 | 1.4% | |
| Other values (527) | 2837 | 84.3% |
| Value | Count | Frequency (%) | |
| 28 | 14 | 0.4% | |
| 28.6 | 1 | < 0.1% | |
| 29 | 3 | 0.1% | |
| 30 | 2 | 0.1% | |
| 31 | 2 | 0.1% |
| Value | Count | Frequency (%) | |
| 448.892 | 2 | 0.1% | |
| 411 | 1 | < 0.1% | |
| 409 | 1 | < 0.1% | |
| 389 | 1 | < 0.1% | |
| 388 | 1 | < 0.1% |
d1_calcium_max
Real number (ℝ≥0)
| Distinct count | 47 |
|---|---|
| Unique (%) | 1.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.38716577540107 |
|---|---|
| Minimum | 6.2 |
| Maximum | 10.8 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 26.4 KiB |
Quantile statistics
| Minimum | 6.2 |
|---|---|
| 5-th percentile | 7.2 |
| Q1 | 7.9 |
| median | 8.3 |
| Q3 | 8.8 |
| 95-th percentile | 9.875 |
| Maximum | 10.8 |
| Range | 4.6 |
| Interquartile range (IQR) | 0.9 |
Descriptive statistics
| Standard deviation | 0.8037663129 |
|---|---|
| Coefficient of variation (CV) | 0.09583288734 |
| Kurtosis | 0.6612571452 |
| Mean | 8.387165775 |
| Median Absolute Deviation (MAD) | 0.6133883662 |
| Skewness | 0.4014986619 |
| Sum | 28231.2 |
| Variance | 0.6460402857 |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[ 6.2 6.25 6.95 7.25 7.55 ... 9.25 9.75 10.15 10.75 10.8 ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 8.4 | 213 | 6.3% | |
| 8.3 | 208 | 6.2% | |
| 8.2 | 207 | 6.1% | |
| 8.1 | 190 | 5.6% | |
| 8 | 172 | 5.1% | |
| 7.9 | 169 | 5.0% | |
| 8.6 | 165 | 4.9% | |
| 8.5 | 164 | 4.9% | |
| 7.6 | 132 | 3.9% | |
| 8.7 | 131 | 3.9% | |
| Other values (37) | 1615 | 48.0% |
| Value | Count | Frequency (%) | |
| 6.2 | 20 | 0.6% | |
| 6.3 | 4 | 0.1% | |
| 6.4 | 6 | 0.2% | |
| 6.5 | 8 | 0.2% | |
| 6.6 | 16 | 0.5% |
| Value | Count | Frequency (%) | |
| 10.8 | 42 | 1.2% | |
| 10.7 | 6 | 0.2% | |
| 10.6 | 6 | 0.2% | |
| 10.5 | 8 | 0.2% | |
| 10.4 | 10 | 0.3% |
d1_calcium_min
Real number (ℝ≥0)
| Distinct count | 49 |
|---|---|
| Unique (%) | 1.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.839988116458705 |
|---|---|
| Minimum | 5.5 |
| Maximum | 10.3 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 26.4 KiB |
Quantile statistics
| Minimum | 5.5 |
|---|---|
| 5-th percentile | 6.3 |
| Q1 | 7.4 |
| median | 7.9 |
| Q3 | 8.3 |
| 95-th percentile | 9.1 |
| Maximum | 10.3 |
| Range | 4.8 |
| Interquartile range (IQR) | 0.9 |
Descriptive statistics
| Standard deviation | 0.8109865215 |
|---|---|
| Coefficient of variation (CV) | 0.1034423151 |
| Kurtosis | 0.7943760664 |
| Mean | 7.839988116 |
| Median Absolute Deviation (MAD) | 0.6136906798 |
| Skewness | -0.4103610745 |
| Sum | 26389.4 |
| Variance | 0.657699138 |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[ 5.5 5.55 5.95 6.55 6.85 ... 8.95 9.25 9.75 10.25 10.3 ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 8.1 | 217 | 6.4% | |
| 7.9 | 212 | 6.3% | |
| 8 | 202 | 6.0% | |
| 8.2 | 198 | 5.9% | |
| 7.8 | 184 | 5.5% | |
| 7.6 | 174 | 5.2% | |
| 7.7 | 174 | 5.2% | |
| 8.3 | 150 | 4.5% | |
| 8.4 | 150 | 4.5% | |
| 7.5 | 148 | 4.4% | |
| Other values (39) | 1557 | 46.3% |
| Value | Count | Frequency (%) | |
| 5.5 | 56 | 1.7% | |
| 5.6 | 10 | 0.3% | |
| 5.7 | 9 | 0.3% | |
| 5.8 | 9 | 0.3% | |
| 5.9 | 13 | 0.4% |
| Value | Count | Frequency (%) | |
| 10.3 | 10 | 0.3% | |
| 10.2 | 2 | 0.1% | |
| 10.1 | 3 | 0.1% | |
| 10 | 1 | < 0.1% | |
| 9.9 | 6 | 0.2% |
d1_diasbp_invasive_max
Real number (ℝ≥0)
| Distinct count | 121 |
|---|---|
| Unique (%) | 3.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 78.16904337492572 |
|---|---|
| Minimum | 37.0 |
| Maximum | 181.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 26.4 KiB |
Quantile statistics
| Minimum | 37 |
|---|---|
| 5-th percentile | 55 |
| Q1 | 66 |
| median | 75 |
| Q3 | 86 |
| 95-th percentile | 113 |
| Maximum | 181 |
| Range | 144 |
| Interquartile range (IQR) | 20 |
Descriptive statistics
| Standard deviation | 19.21670285 |
|---|---|
| Coefficient of variation (CV) | 0.2458352056 |
| Kurtosis | 5.835432469 |
| Mean | 78.16904337 |
| Median Absolute Deviation (MAD) | 13.73514902 |
| Skewness | 1.788934963 |
| Sum | 263117 |
| Variance | 369.2816684 |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[ 37. 46.5 51.5 55.5 58.5 ... 103.5 109.5 130.5 180. 181. ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 74 | 114 | 3.4% | |
| 76 | 108 | 3.2% | |
| 67 | 106 | 3.1% | |
| 70 | 104 | 3.1% | |
| 68 | 102 | 3.0% | |
| 66 | 100 | 3.0% | |
| 73 | 99 | 2.9% | |
| 71 | 88 | 2.6% | |
| 84 | 88 | 2.6% | |
| 75 | 84 | 2.5% | |
| Other values (111) | 2373 | 70.5% |
| Value | Count | Frequency (%) | |
| 37 | 5 | 0.1% | |
| 40 | 5 | 0.1% | |
| 42 | 2 | 0.1% | |
| 43 | 4 | 0.1% | |
| 44 | 5 | 0.1% |
| Value | Count | Frequency (%) | |
| 181 | 15 | 0.4% | |
| 179 | 1 | < 0.1% | |
| 177 | 2 | 0.1% | |
| 175 | 1 | < 0.1% | |
| 171 | 1 | < 0.1% |
d1_diasbp_invasive_min
Real number (ℝ≥0)
| Distinct count | 77 |
|---|---|
| Unique (%) | 2.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 43.459001782531196 |
|---|---|
| Minimum | 5.0 |
| Maximum | 89.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 26.4 KiB |
Quantile statistics
| Minimum | 5 |
|---|---|
| 5-th percentile | 28 |
| Q1 | 38 |
| median | 44 |
| Q3 | 49 |
| 95-th percentile | 59 |
| Maximum | 89 |
| Range | 84 |
| Interquartile range (IQR) | 11 |
Descriptive statistics
| Standard deviation | 9.819195233 |
|---|---|
| Coefficient of variation (CV) | 0.2259415732 |
| Kurtosis | 1.703293864 |
| Mean | 43.45900178 |
| Median Absolute Deviation (MAD) | 7.321610781 |
| Skewness | -0.057235047 |
| Sum | 146283 |
| Variance | 96.41659502 |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[ 5. 17.5 23.5 27.5 31.5 ... 56.5 61.5 66.5 74. 89. ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 44 | 179 | 5.3% | |
| 45 | 172 | 5.1% | |
| 43 | 169 | 5.0% | |
| 42 | 163 | 4.8% | |
| 46 | 156 | 4.6% | |
| 40 | 146 | 4.3% | |
| 48 | 139 | 4.1% | |
| 41 | 138 | 4.1% | |
| 47 | 138 | 4.1% | |
| 49 | 136 | 4.0% | |
| Other values (67) | 1830 | 54.4% |
| Value | Count | Frequency (%) | |
| 5 | 6 | 0.2% | |
| 6 | 1 | < 0.1% | |
| 8 | 2 | 0.1% | |
| 9 | 1 | < 0.1% | |
| 10 | 2 | 0.1% |
| Value | Count | Frequency (%) | |
| 89 | 3 | 0.1% | |
| 86 | 2 | 0.1% | |
| 82 | 1 | < 0.1% | |
| 81 | 1 | < 0.1% | |
| 80 | 2 | 0.1% |
d1_glucose_max
Real number (ℝ≥0)
| Distinct count | 317 |
|---|---|
| Unique (%) | 9.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 189.99376114081997 |
|---|---|
| Minimum | 73.0 |
| Maximum | 611.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 26.4 KiB |
Quantile statistics
| Minimum | 73 |
|---|---|
| 5-th percentile | 125 |
| Q1 | 153 |
| median | 176 |
| Q3 | 207 |
| 95-th percentile | 307 |
| Maximum | 611 |
| Range | 538 |
| Interquartile range (IQR) | 54 |
Descriptive statistics
| Standard deviation | 61.46052229 |
|---|---|
| Coefficient of variation (CV) | 0.3234870552 |
| Kurtosis | 9.629940874 |
| Mean | 189.9937611 |
| Median Absolute Deviation (MAD) | 41.40872604 |
| Skewness | 2.443850127 |
| Sum | 639519 |
| Variance | 3777.395801 |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[ 73. 99.5 116.5 128.5 139.5 ... 345.5 408.5 501.5 609. 611. ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 163 | 54 | 1.6% | |
| 176 | 48 | 1.4% | |
| 162 | 45 | 1.3% | |
| 164 | 44 | 1.3% | |
| 175 | 43 | 1.3% | |
| 177 | 42 | 1.2% | |
| 158 | 39 | 1.2% | |
| 165 | 39 | 1.2% | |
| 160 | 38 | 1.1% | |
| 171 | 38 | 1.1% | |
| Other values (307) | 2936 | 87.2% |
| Value | Count | Frequency (%) | |
| 73 | 1 | < 0.1% | |
| 82 | 1 | < 0.1% | |
| 86 | 1 | < 0.1% | |
| 87 | 1 | < 0.1% | |
| 88 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 611 | 7 | 0.2% | |
| 607 | 1 | < 0.1% | |
| 573 | 1 | < 0.1% | |
| 569 | 1 | < 0.1% | |
| 547 | 1 | < 0.1% |
d1_hco3_max
Real number (ℝ≥0)
| Distinct count | 80 |
|---|---|
| Unique (%) | 2.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 23.858169934640525 |
|---|---|
| Minimum | 12.0 |
| Maximum | 40.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 26.4 KiB |
Quantile statistics
| Minimum | 12 |
|---|---|
| 5-th percentile | 19 |
| Q1 | 22 |
| median | 24 |
| Q3 | 26 |
| 95-th percentile | 28.95 |
| Maximum | 40 |
| Range | 28 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 3.179002915 |
|---|---|
| Coefficient of variation (CV) | 0.1332458828 |
| Kurtosis | 2.31310082 |
| Mean | 23.85816993 |
| Median Absolute Deviation (MAD) | 2.331310413 |
| Skewness | -0.1138597673 |
| Sum | 80306.6 |
| Variance | 10.10605953 |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[12. 12.5 14.95 15.05 15.55 ... 30.15 30.75 31.1 34.5 40. ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 24 | 513 | 15.2% | |
| 25 | 473 | 14.1% | |
| 23 | 456 | 13.5% | |
| 22 | 384 | 11.4% | |
| 26 | 364 | 10.8% | |
| 27 | 215 | 6.4% | |
| 21 | 206 | 6.1% | |
| 20 | 154 | 4.6% | |
| 28 | 133 | 4.0% | |
| 19 | 83 | 2.5% | |
| Other values (70) | 385 | 11.4% |
| Value | Count | Frequency (%) | |
| 12 | 15 | 0.4% | |
| 13 | 11 | 0.3% | |
| 14 | 7 | 0.2% | |
| 14.9 | 1 | < 0.1% | |
| 15 | 15 | 0.4% |
| Value | Count | Frequency (%) | |
| 40 | 3 | 0.1% | |
| 37 | 6 | 0.2% | |
| 36 | 2 | 0.1% | |
| 35 | 1 | < 0.1% | |
| 34 | 7 | 0.2% |
d1_hco3_min
Real number (ℝ≥0)
| Distinct count | 61 |
|---|---|
| Unique (%) | 1.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 21.556298276886512 |
|---|---|
| Minimum | 7.0 |
| Maximum | 39.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 26.4 KiB |
Quantile statistics
| Minimum | 7 |
|---|---|
| 5-th percentile | 14.125 |
| Q1 | 20 |
| median | 22 |
| Q3 | 24 |
| 95-th percentile | 26 |
| Maximum | 39 |
| Range | 32 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 3.651871692 |
|---|---|
| Coefficient of variation (CV) | 0.1694108908 |
| Kurtosis | 2.508009257 |
| Mean | 21.55629828 |
| Median Absolute Deviation (MAD) | 2.647352311 |
| Skewness | -0.9083521126 |
| Sum | 72558.5 |
| Variance | 13.33616686 |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[ 7. 11.1 11.75 13.2 13.9 ... 26.5 27.5 28.5 30.5 39. ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 22 | 497 | 14.8% | |
| 23 | 495 | 14.7% | |
| 21 | 430 | 12.8% | |
| 24 | 385 | 11.4% | |
| 20 | 298 | 8.9% | |
| 25 | 256 | 7.6% | |
| 19 | 185 | 5.5% | |
| 26 | 128 | 3.8% | |
| 18 | 127 | 3.8% | |
| 17 | 89 | 2.6% | |
| Other values (51) | 476 | 14.1% |
| Value | Count | Frequency (%) | |
| 7 | 16 | 0.5% | |
| 8 | 13 | 0.4% | |
| 9 | 8 | 0.2% | |
| 10 | 12 | 0.4% | |
| 11 | 19 | 0.6% |
| Value | Count | Frequency (%) | |
| 39 | 1 | < 0.1% | |
| 37 | 1 | < 0.1% | |
| 36 | 1 | < 0.1% | |
| 34 | 3 | 0.1% | |
| 33 | 2 | 0.1% |
d1_heartrate_max
Real number (ℝ≥0)
| Distinct count | 115 |
|---|---|
| Unique (%) | 3.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 102.7688651218063 |
|---|---|
| Minimum | 58.0 |
| Maximum | 177.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 26.4 KiB |
Quantile statistics
| Minimum | 58 |
|---|---|
| 5-th percentile | 77 |
| Q1 | 90 |
| median | 99 |
| Q3 | 113 |
| 95-th percentile | 140 |
| Maximum | 177 |
| Range | 119 |
| Interquartile range (IQR) | 23 |
Descriptive statistics
| Standard deviation | 19.40158368 |
|---|---|
| Coefficient of variation (CV) | 0.1887885369 |
| Kurtosis | 1.041785329 |
| Mean | 102.7688651 |
| Median Absolute Deviation (MAD) | 15.06928853 |
| Skewness | 0.9035129011 |
| Sum | 345920 |
| Variance | 376.4214494 |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[ 58. 58.5 63.5 68.5 73.5 ... 144.5 154.5 169. 176.5 177. ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 90 | 124 | 3.7% | |
| 91 | 98 | 2.9% | |
| 92 | 97 | 2.9% | |
| 98 | 83 | 2.5% | |
| 96 | 82 | 2.4% | |
| 94 | 81 | 2.4% | |
| 93 | 79 | 2.3% | |
| 95 | 78 | 2.3% | |
| 97 | 77 | 2.3% | |
| 100 | 76 | 2.3% | |
| Other values (105) | 2491 | 74.0% |
| Value | Count | Frequency (%) | |
| 58 | 5 | 0.1% | |
| 59 | 1 | < 0.1% | |
| 61 | 1 | < 0.1% | |
| 62 | 1 | < 0.1% | |
| 63 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 177 | 12 | 0.4% | |
| 176 | 1 | < 0.1% | |
| 175 | 1 | < 0.1% | |
| 173 | 1 | < 0.1% | |
| 171 | 1 | < 0.1% |
d1_heartrate_min
Real number (ℝ≥0)
| Distinct count | 104 |
|---|---|
| Unique (%) | 3.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 69.9503862150921 |
|---|---|
| Minimum | 0.0 |
| Maximum | 130.0 |
| Zeros | 17 |
| Zeros (%) | 0.5% |
| Memory size | 26.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 48 |
| Q1 | 60.25 |
| median | 70 |
| Q3 | 79 |
| 95-th percentile | 95 |
| Maximum | 130 |
| Range | 130 |
| Interquartile range (IQR) | 18.75 |
Descriptive statistics
| Standard deviation | 15.12985609 |
|---|---|
| Coefficient of variation (CV) | 0.2162941036 |
| Kurtosis | 2.583329389 |
| Mean | 69.95038622 |
| Median Absolute Deviation (MAD) | 11.33979885 |
| Skewness | -0.240504177 |
| Sum | 235453 |
| Variance | 228.9125452 |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[ 0. 4. 33.5 41.5 50.5 ... 87.5 93.5 100.5 112.5 130. ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 80 | 142 | 4.2% | |
| 70 | 134 | 4.0% | |
| 60 | 122 | 3.6% | |
| 72 | 108 | 3.2% | |
| 66 | 107 | 3.2% | |
| 62 | 105 | 3.1% | |
| 79 | 94 | 2.8% | |
| 74 | 92 | 2.7% | |
| 65 | 92 | 2.7% | |
| 76 | 92 | 2.7% | |
| Other values (94) | 2278 | 67.7% |
| Value | Count | Frequency (%) | |
| 0 | 17 | 0.5% | |
| 8 | 1 | < 0.1% | |
| 11 | 1 | < 0.1% | |
| 12 | 2 | 0.1% | |
| 18 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 130 | 1 | < 0.1% | |
| 127 | 1 | < 0.1% | |
| 124 | 3 | 0.1% | |
| 122 | 2 | 0.1% | |
| 121 | 1 | < 0.1% |
d1_inr_max
Real number (ℝ≥0)
| Distinct count | 189 |
|---|---|
| Unique (%) | 5.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.4763262032085562 |
|---|---|
| Minimum | 0.9 |
| Maximum | 7.756 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 26.4 KiB |
Quantile statistics
| Minimum | 0.9 |
|---|---|
| 5-th percentile | 1.09 |
| Q1 | 1.2 |
| median | 1.33 |
| Q3 | 1.5 |
| 95-th percentile | 2.2 |
| Maximum | 7.756 |
| Range | 6.856 |
| Interquartile range (IQR) | 0.3 |
Descriptive statistics
| Standard deviation | 0.6391988517 |
|---|---|
| Coefficient of variation (CV) | 0.4329658651 |
| Kurtosis | 41.61486002 |
| Mean | 1.476326203 |
| Median Absolute Deviation (MAD) | 0.3156131939 |
| Skewness | 5.610313238 |
| Sum | 4969.314 |
| Variance | 0.408575172 |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[0.9 0.91 0.995 1.005 1.095 ... 2.515 4.11 5.5 7.578 7.756], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 1.3 | 438 | 13.0% | |
| 1.2 | 423 | 12.6% | |
| 1.4 | 404 | 12.0% | |
| 1.1 | 324 | 9.6% | |
| 1.5 | 241 | 7.2% | |
| 1.6 | 178 | 5.3% | |
| 1.7 | 109 | 3.2% | |
| 1.8 | 74 | 2.2% | |
| 1 | 73 | 2.2% | |
| 1.9 | 50 | 1.5% | |
| Other values (179) | 1052 | 31.3% |
| Value | Count | Frequency (%) | |
| 0.9 | 25 | 0.7% | |
| 0.92 | 2 | 0.1% | |
| 0.93 | 2 | 0.1% | |
| 0.95 | 3 | 0.1% | |
| 0.96 | 2 | 0.1% |
| Value | Count | Frequency (%) | |
| 7.756 | 9 | 0.3% | |
| 7.4 | 1 | < 0.1% | |
| 7.2 | 1 | < 0.1% | |
| 6.7 | 2 | 0.1% | |
| 6.62 | 1 | < 0.1% |
d1_inr_min
Real number (ℝ≥0)
| Distinct count | 150 |
|---|---|
| Unique (%) | 4.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.349592394533571 |
|---|---|
| Minimum | 0.9 |
| Maximum | 6.127000000000001 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 26.4 KiB |
Quantile statistics
| Minimum | 0.9 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1.17 |
| median | 1.3 |
| Q3 | 1.4 |
| 95-th percentile | 1.8875 |
| Maximum | 6.127 |
| Range | 5.227 |
| Interquartile range (IQR) | 0.23 |
Descriptive statistics
| Standard deviation | 0.3887351214 |
|---|---|
| Coefficient of variation (CV) | 0.2880389093 |
| Kurtosis | 44.23161098 |
| Mean | 1.349592395 |
| Median Absolute Deviation (MAD) | 0.217968855 |
| Skewness | 5.201558867 |
| Sum | 4542.728 |
| Variance | 0.1511149946 |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[0.9 0.91 0.995 1.005 1.055 ... 2.085 2.105 2.535 4.25 6.127], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 1.2 | 519 | 15.4% | |
| 1.3 | 450 | 13.4% | |
| 1.1 | 420 | 12.5% | |
| 1.4 | 388 | 11.5% | |
| 1.5 | 205 | 6.1% | |
| 1 | 134 | 4.0% | |
| 1.6 | 123 | 3.7% | |
| 1.7 | 66 | 2.0% | |
| 0.9 | 58 | 1.7% | |
| 1.8 | 49 | 1.5% | |
| Other values (140) | 954 | 28.3% |
| Value | Count | Frequency (%) | |
| 0.9 | 58 | 1.7% | |
| 0.92 | 5 | 0.1% | |
| 0.93 | 3 | 0.1% | |
| 0.94 | 1 | < 0.1% | |
| 0.95 | 6 | 0.2% |
| Value | Count | Frequency (%) | |
| 6.127 | 4 | 0.1% | |
| 5.4 | 1 | < 0.1% | |
| 4.9 | 1 | < 0.1% | |
| 4.7 | 1 | < 0.1% | |
| 4.3 | 1 | < 0.1% |
d1_pao2fio2ratio_max
Real number (ℝ≥0)
| Distinct count | 1168 |
|---|---|
| Unique (%) | 34.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 311.8248385593732 |
|---|---|
| Minimum | 54.8 |
| Maximum | 834.805 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 26.4 KiB |
Quantile statistics
| Minimum | 54.8 |
|---|---|
| 5-th percentile | 146.1 |
| Q1 | 227.125 |
| median | 297.3214286 |
| Q3 | 378.25 |
| 95-th percentile | 511.0119048 |
| Maximum | 834.805 |
| Range | 780.005 |
| Interquartile range (IQR) | 151.125 |
Descriptive statistics
| Standard deviation | 124.1058209 |
|---|---|
| Coefficient of variation (CV) | 0.3979985091 |
| Kurtosis | 2.971540336 |
| Mean | 311.8248386 |
| Median Absolute Deviation (MAD) | 93.5697279 |
| Skewness | 1.182471493 |
| Sum | 1049602.407 |
| Variance | 15402.25477 |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[ 54.8 123.66666665 159.9 160.28169015 179.9 ... 500.5 549.6 614.5238095 829.06916665 834.805 ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 834.805 | 36 | 1.1% | |
| 280 | 28 | 0.8% | |
| 260 | 28 | 0.8% | |
| 300 | 24 | 0.7% | |
| 310 | 22 | 0.7% | |
| 250 | 21 | 0.6% | |
| 295 | 20 | 0.6% | |
| 330 | 19 | 0.6% | |
| 290 | 19 | 0.6% | |
| 230 | 19 | 0.6% | |
| Other values (1158) | 3130 | 93.0% |
| Value | Count | Frequency (%) | |
| 54.8 | 5 | 0.1% | |
| 57 | 1 | < 0.1% | |
| 58 | 1 | < 0.1% | |
| 59 | 1 | < 0.1% | |
| 63 | 2 | 0.1% |
| Value | Count | Frequency (%) | |
| 834.805 | 36 | 1.1% | |
| 823.3333333 | 1 | < 0.1% | |
| 820 | 1 | < 0.1% | |
| 815 | 1 | < 0.1% | |
| 810 | 1 | < 0.1% |
d1_pao2fio2ratio_min
Real number (ℝ≥0)
| Distinct count | 1134 |
|---|---|
| Unique (%) | 33.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 203.03464608604278 |
|---|---|
| Minimum | 36.0 |
| Maximum | 604.2277778 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 26.4 KiB |
Quantile statistics
| Minimum | 36 |
|---|---|
| 5-th percentile | 63 |
| Q1 | 127.1428571 |
| median | 190 |
| Q3 | 264 |
| 95-th percentile | 392.5 |
| Maximum | 604.2277778 |
| Range | 568.2277778 |
| Interquartile range (IQR) | 136.8571429 |
Descriptive statistics
| Standard deviation | 100.3896603 |
|---|---|
| Coefficient of variation (CV) | 0.4944459589 |
| Kurtosis | 0.2913301082 |
| Mean | 203.0346461 |
| Median Absolute Deviation (MAD) | 80.36714662 |
| Skewness | 0.7047736316 |
| Sum | 683414.6187 |
| Variance | 10078.08389 |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[ 36. 36.45 48.875 82.92857143 83.1 ... 330.07142855 395.1190476 437.08333335 503. 604.2277778 ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 190 | 27 | 0.8% | |
| 210 | 25 | 0.7% | |
| 220 | 25 | 0.7% | |
| 140 | 24 | 0.7% | |
| 200 | 22 | 0.7% | |
| 166 | 22 | 0.7% | |
| 152 | 21 | 0.6% | |
| 138 | 20 | 0.6% | |
| 280 | 20 | 0.6% | |
| 160 | 20 | 0.6% | |
| Other values (1124) | 3140 | 93.3% |
| Value | Count | Frequency (%) | |
| 36 | 18 | 0.5% | |
| 36.9 | 1 | < 0.1% | |
| 37 | 2 | 0.1% | |
| 37.22222222 | 1 | < 0.1% | |
| 37.4 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 604.2277778 | 5 | 0.1% | |
| 580 | 1 | < 0.1% | |
| 555 | 1 | < 0.1% | |
| 542 | 1 | < 0.1% | |
| 541 | 1 | < 0.1% |
d1_resprate_max
Real number (ℝ≥0)
| Distinct count | 67 |
|---|---|
| Unique (%) | 2.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 28.511586452762923 |
|---|---|
| Minimum | 14.0 |
| Maximum | 92.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 26.4 KiB |
Quantile statistics
| Minimum | 14 |
|---|---|
| 5-th percentile | 19 |
| Q1 | 23 |
| median | 27 |
| Q3 | 31 |
| 95-th percentile | 43.75 |
| Maximum | 92 |
| Range | 78 |
| Interquartile range (IQR) | 8 |
Descriptive statistics
| Standard deviation | 9.637671384 |
|---|---|
| Coefficient of variation (CV) | 0.3380264862 |
| Kurtosis | 13.74606855 |
| Mean | 28.51158645 |
| Median Absolute Deviation (MAD) | 6.151464313 |
| Skewness | 2.971541466 |
| Sum | 95970 |
| Variance | 92.8847097 |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[14. 14.5 17.5 19.5 21.5 ... 43.5 51.5 74.5 91. 92. ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 24 | 264 | 7.8% | |
| 26 | 240 | 7.1% | |
| 25 | 232 | 6.9% | |
| 23 | 212 | 6.3% | |
| 22 | 208 | 6.2% | |
| 28 | 206 | 6.1% | |
| 27 | 192 | 5.7% | |
| 30 | 189 | 5.6% | |
| 29 | 164 | 4.9% | |
| 20 | 161 | 4.8% | |
| Other values (57) | 1298 | 38.6% |
| Value | Count | Frequency (%) | |
| 14 | 37 | 1.1% | |
| 15 | 13 | 0.4% | |
| 16 | 22 | 0.7% | |
| 17 | 32 | 1.0% | |
| 18 | 51 | 1.5% |
| Value | Count | Frequency (%) | |
| 92 | 16 | 0.5% | |
| 90 | 1 | < 0.1% | |
| 88 | 2 | 0.1% | |
| 85 | 1 | < 0.1% | |
| 83 | 1 | < 0.1% |
d1_sodium_max
Real number (ℝ≥0)
| Distinct count | 37 |
|---|---|
| Unique (%) | 1.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 142.07115270350565 |
|---|---|
| Minimum | 123.0 |
| Maximum | 158.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 26.4 KiB |
Quantile statistics
| Minimum | 123 |
|---|---|
| 5-th percentile | 136 |
| Q1 | 139 |
| median | 142 |
| Q3 | 144 |
| 95-th percentile | 150 |
| Maximum | 158 |
| Range | 35 |
| Interquartile range (IQR) | 5 |
Descriptive statistics
| Standard deviation | 4.307805174 |
|---|---|
| Coefficient of variation (CV) | 0.03032146282 |
| Kurtosis | 1.640683767 |
| Mean | 142.0711527 |
| Median Absolute Deviation (MAD) | 3.219883043 |
| Skewness | 0.4798707564 |
| Sum | 478211.5 |
| Variance | 18.55718542 |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[123. 128.5 132.5 134.5 136.5 ... 148.55 150.5 153.5 157.5 158. ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 141 | 379 | 11.3% | |
| 142 | 358 | 10.6% | |
| 140 | 351 | 10.4% | |
| 143 | 329 | 9.8% | |
| 144 | 282 | 8.4% | |
| 139 | 255 | 7.6% | |
| 138 | 230 | 6.8% | |
| 145 | 221 | 6.6% | |
| 146 | 162 | 4.8% | |
| 137 | 136 | 4.0% | |
| Other values (27) | 663 | 19.7% |
| Value | Count | Frequency (%) | |
| 123 | 2 | 0.1% | |
| 125 | 1 | < 0.1% | |
| 126 | 1 | < 0.1% | |
| 127 | 1 | < 0.1% | |
| 128 | 2 | 0.1% |
| Value | Count | Frequency (%) | |
| 158 | 20 | 0.6% | |
| 157 | 4 | 0.1% | |
| 156 | 8 | 0.2% | |
| 155 | 13 | 0.4% | |
| 154 | 11 | 0.3% |
d1_sodium_min
Real number (ℝ≥0)
| Distinct count | 46 |
|---|---|
| Unique (%) | 1.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 138.61639928698753 |
|---|---|
| Minimum | 117.0 |
| Maximum | 153.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 26.4 KiB |
Quantile statistics
| Minimum | 117 |
|---|---|
| 5-th percentile | 132 |
| Q1 | 136 |
| median | 139 |
| Q3 | 141 |
| 95-th percentile | 145 |
| Maximum | 153 |
| Range | 36 |
| Interquartile range (IQR) | 5 |
Descriptive statistics
| Standard deviation | 4.117785681 |
|---|---|
| Coefficient of variation (CV) | 0.02970633852 |
| Kurtosis | 2.238401209 |
| Mean | 138.6163993 |
| Median Absolute Deviation (MAD) | 3.086307555 |
| Skewness | -0.2382348706 |
| Sum | 466582.8 |
| Variance | 16.95615892 |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[117. 125.5 129.5 130.1 130.6 ... 143.55 144.5 146.5 149.5 153. ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 138 | 382 | 11.3% | |
| 140 | 365 | 10.8% | |
| 139 | 358 | 10.6% | |
| 137 | 343 | 10.2% | |
| 136 | 297 | 8.8% | |
| 141 | 264 | 7.8% | |
| 142 | 229 | 6.8% | |
| 135 | 227 | 6.7% | |
| 143 | 152 | 4.5% | |
| 134 | 132 | 3.9% | |
| Other values (36) | 617 | 18.3% |
| Value | Count | Frequency (%) | |
| 117 | 5 | 0.1% | |
| 119 | 1 | < 0.1% | |
| 120 | 1 | < 0.1% | |
| 121 | 3 | 0.1% | |
| 122 | 2 | 0.1% |
| Value | Count | Frequency (%) | |
| 153 | 5 | 0.1% | |
| 152 | 6 | 0.2% | |
| 151 | 6 | 0.2% | |
| 150 | 13 | 0.4% | |
| 149 | 20 | 0.6% |
d1_spo2_min
Real number (ℝ≥0)
| Distinct count | 82 |
|---|---|
| Unique (%) | 2.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 90.10071301247771 |
|---|---|
| Minimum | 0.0 |
| Maximum | 100.0 |
| Zeros | 4 |
| Zeros (%) | 0.1% |
| Memory size | 26.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 74 |
| Q1 | 90 |
| median | 93 |
| Q3 | 95 |
| 95-th percentile | 99 |
| Maximum | 100 |
| Range | 100 |
| Interquartile range (IQR) | 5 |
Descriptive statistics
| Standard deviation | 11.28384107 |
|---|---|
| Coefficient of variation (CV) | 0.1252358688 |
| Kurtosis | 24.61504234 |
| Mean | 90.10071301 |
| Median Absolute Deviation (MAD) | 5.89207372 |
| Skewness | -4.412136178 |
| Sum | 303279 |
| Variance | 127.3250693 |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[ 0. 0.5 39.5 62.5 75.5 ... 94.5 96.5 98.5 99.5 100. ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 93 | 368 | 10.9% | |
| 92 | 331 | 9.8% | |
| 94 | 306 | 9.1% | |
| 95 | 287 | 8.5% | |
| 91 | 279 | 8.3% | |
| 90 | 254 | 7.5% | |
| 96 | 237 | 7.0% | |
| 97 | 177 | 5.3% | |
| 89 | 139 | 4.1% | |
| 98 | 136 | 4.0% | |
| Other values (72) | 852 | 25.3% |
| Value | Count | Frequency (%) | |
| 0 | 4 | 0.1% | |
| 1 | 1 | < 0.1% | |
| 2 | 1 | < 0.1% | |
| 4 | 1 | < 0.1% | |
| 5 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 100 | 84 | 2.5% | |
| 99 | 95 | 2.8% | |
| 98 | 136 | 4.0% | |
| 97 | 177 | 5.3% | |
| 96 | 237 | 7.0% |
d1_sysbp_invasive_max
Real number (ℝ≥0)
| Distinct count | 181 |
|---|---|
| Unique (%) | 5.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 152.907605466429 |
|---|---|
| Minimum | 71.0 |
| Maximum | 295.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 26.4 KiB |
Quantile statistics
| Minimum | 71 |
|---|---|
| 5-th percentile | 118 |
| Q1 | 136 |
| median | 149 |
| Q3 | 164 |
| 95-th percentile | 200 |
| Maximum | 295 |
| Range | 224 |
| Interquartile range (IQR) | 28 |
Descriptive statistics
| Standard deviation | 27.62580714 |
|---|---|
| Coefficient of variation (CV) | 0.180669935 |
| Kurtosis | 4.689844699 |
| Mean | 152.9076055 |
| Median Absolute Deviation (MAD) | 19.71668045 |
| Skewness | 1.475328877 |
| Sum | 514687 |
| Variance | 763.18522 |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[ 71. 99.5 104.5 119.5 127.5 ... 179.5 188.5 201.5 222.5 295. ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 150 | 81 | 2.4% | |
| 149 | 76 | 2.3% | |
| 140 | 74 | 2.2% | |
| 145 | 73 | 2.2% | |
| 143 | 67 | 2.0% | |
| 144 | 66 | 2.0% | |
| 156 | 65 | 1.9% | |
| 148 | 65 | 1.9% | |
| 138 | 62 | 1.8% | |
| 135 | 62 | 1.8% | |
| Other values (171) | 2675 | 79.5% |
| Value | Count | Frequency (%) | |
| 71 | 4 | 0.1% | |
| 76 | 1 | < 0.1% | |
| 77 | 2 | 0.1% | |
| 86 | 1 | < 0.1% | |
| 87 | 2 | 0.1% |
| Value | Count | Frequency (%) | |
| 295 | 9 | 0.3% | |
| 290 | 1 | < 0.1% | |
| 289 | 2 | 0.1% | |
| 287 | 1 | < 0.1% | |
| 285 | 1 | < 0.1% |
d1_sysbp_invasive_min
Real number (ℝ≥0)
| Distinct count | 129 |
|---|---|
| Unique (%) | 3.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 86.75787284610814 |
|---|---|
| Minimum | 10.0 |
| Maximum | 172.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 26.4 KiB |
Quantile statistics
| Minimum | 10 |
|---|---|
| 5-th percentile | 60 |
| Q1 | 78 |
| median | 88 |
| Q3 | 96 |
| 95-th percentile | 112 |
| Maximum | 172 |
| Range | 162 |
| Interquartile range (IQR) | 18 |
Descriptive statistics
| Standard deviation | 16.77842372 |
|---|---|
| Coefficient of variation (CV) | 0.1933936734 |
| Kurtosis | 2.47718535 |
| Mean | 86.75787285 |
| Median Absolute Deviation (MAD) | 12.18346744 |
| Skewness | -0.2467458412 |
| Sum | 292027 |
| Variance | 281.5155026 |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[ 10. 38.5 59.5 66.5 73.5 ... 108.5 114.5 121.5 143.5 172. ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 88 | 117 | 3.5% | |
| 89 | 115 | 3.4% | |
| 90 | 108 | 3.2% | |
| 86 | 106 | 3.1% | |
| 94 | 106 | 3.1% | |
| 93 | 103 | 3.1% | |
| 91 | 102 | 3.0% | |
| 84 | 102 | 3.0% | |
| 83 | 99 | 2.9% | |
| 82 | 92 | 2.7% | |
| Other values (119) | 2316 | 68.8% |
| Value | Count | Frequency (%) | |
| 10 | 3 | 0.1% | |
| 13 | 1 | < 0.1% | |
| 15 | 2 | 0.1% | |
| 16 | 2 | 0.1% | |
| 17 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 172 | 1 | < 0.1% | |
| 160 | 1 | < 0.1% | |
| 157 | 2 | 0.1% | |
| 152 | 1 | < 0.1% | |
| 144 | 3 | 0.1% |
d1_temp_max
Real number (ℝ≥0)
| Distinct count | 84 |
|---|---|
| Unique (%) | 2.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 37.574307482670825 |
|---|---|
| Minimum | 35.1 |
| Maximum | 39.9 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 26.4 KiB |
Quantile statistics
| Minimum | 35.1 |
|---|---|
| 5-th percentile | 36.5 |
| Q1 | 37.2 |
| median | 37.6 |
| Q3 | 38 |
| 95-th percentile | 38.7 |
| Maximum | 39.9 |
| Range | 4.8 |
| Interquartile range (IQR) | 0.8 |
Descriptive statistics
| Standard deviation | 0.7405974305 |
|---|---|
| Coefficient of variation (CV) | 0.01971020839 |
| Kurtosis | 1.611783344 |
| Mean | 37.57430748 |
| Median Absolute Deviation (MAD) | 0.5547372387 |
| Skewness | -0.3211786616 |
| Sum | 126475.119 |
| Variance | 0.548484554 |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[35.1 35.2 36.05 36.35 36.525 ... 38.85 39.10712 39.50158 39.85 39.9 ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 37.6 | 227 | 6.7% | |
| 37.3 | 211 | 6.3% | |
| 37.7 | 197 | 5.9% | |
| 37.4 | 193 | 5.7% | |
| 37.8 | 191 | 5.7% | |
| 37.2 | 188 | 5.6% | |
| 38 | 182 | 5.4% | |
| 37.5 | 179 | 5.3% | |
| 37.1 | 173 | 5.1% | |
| 37.9 | 165 | 4.9% | |
| Other values (74) | 1460 | 43.4% |
| Value | Count | Frequency (%) | |
| 35.1 | 56 | 1.7% | |
| 35.3 | 4 | 0.1% | |
| 35.389 | 1 | < 0.1% | |
| 35.4 | 5 | 0.1% | |
| 35.5 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 39.9 | 12 | 0.4% | |
| 39.8 | 4 | 0.1% | |
| 39.7 | 3 | 0.1% | |
| 39.6 | 6 | 0.2% | |
| 39.50316 | 1 | < 0.1% |
| Distinct count | 3366 |
|---|---|
| Unique (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 65754.16428995841 |
|---|---|
| Minimum | 106 |
| Maximum | 130154 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 26.4 KiB |
Quantile statistics
| Minimum | 106 |
|---|---|
| 5-th percentile | 10084.5 |
| Q1 | 27559.5 |
| median | 56212 |
| Q3 | 113032.5 |
| 95-th percentile | 127649.25 |
| Maximum | 130154 |
| Range | 130048 |
| Interquartile range (IQR) | 85473 |
Descriptive statistics
| Standard deviation | 41056.82422 |
|---|---|
| Coefficient of variation (CV) | 0.6243988448 |
| Kurtosis | -1.4310053 |
| Mean | 65754.16429 |
| Median Absolute Deviation (MAD) | 36806.19452 |
| Skewness | 0.2390337435 |
| Sum | 221328517 |
| Variance | 1685662815 |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[1.060000e+02 1.034700e+04 1.473050e+04 1.851950e+04 3.132250e+04 ... 1.093130e+05 1.120365e+05 1.223335e+05 1.268090e+05 1.301540e+05], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 26623 | 1 | < 0.1% | |
| 25285 | 1 | < 0.1% | |
| 27392 | 1 | < 0.1% | |
| 115453 | 1 | < 0.1% | |
| 27388 | 1 | < 0.1% | |
| 56058 | 1 | < 0.1% | |
| 58105 | 1 | < 0.1% | |
| 125688 | 1 | < 0.1% | |
| 119543 | 1 | < 0.1% | |
| 88818 | 1 | < 0.1% | |
| Other values (3356) | 3356 | 99.7% |
| Value | Count | Frequency (%) | |
| 106 | 1 | < 0.1% | |
| 132 | 1 | < 0.1% | |
| 426 | 1 | < 0.1% | |
| 445 | 1 | < 0.1% | |
| 535 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 130154 | 1 | < 0.1% | |
| 130151 | 1 | < 0.1% | |
| 130149 | 1 | < 0.1% | |
| 130120 | 1 | < 0.1% | |
| 130105 | 1 | < 0.1% |
diabetes_mellitus
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 26.4 KiB |
| 0 | |
|---|---|
| 1 |
| Value | Count | Frequency (%) | |
| 0 | 2538 | 75.4% | |
| 1 | 828 | 24.6% |
ethnicity
Categorical
| Distinct count | 6 |
|---|---|
| Unique (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 26.4 KiB |
| Caucasian | |
|---|---|
| African American | 262 |
| Other/Unknown | 143 |
| Hispanic | 137 |
| Asian | 54 |
| Value | Count | Frequency (%) | |
| Caucasian | 2747 | 81.6% | |
| African American | 262 | 7.8% | |
| Other/Unknown | 143 | 4.2% | |
| Hispanic | 137 | 4.1% | |
| Asian | 54 | 1.6% | |
| Native American | 23 | 0.7% |
Composition
| Contains chars | True |
|---|---|
| Contains digits | False |
| Contains whitespace | True |
| Contains non-words | True |
Length
| Max length | 16 |
|---|---|
| Mean length | 9.650920974 |
| Min length | 5 |
gcs_motor_apache
Real number (ℝ≥0)
| Distinct count | 6 |
|---|---|
| Unique (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.7756981580510995 |
|---|---|
| Minimum | 1.0 |
| Maximum | 6.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 26.4 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 4 |
| median | 6 |
| Q3 | 6 |
| 95-th percentile | 6 |
| Maximum | 6 |
| Range | 5 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.974853211 |
|---|---|
| Coefficient of variation (CV) | 0.4135213628 |
| Kurtosis | -0.2231606292 |
| Mean | 4.775698158 |
| Median Absolute Deviation (MAD) | 1.630192739 |
| Skewness | -1.255662836 |
| Sum | 16075 |
| Variance | 3.900045203 |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[1. 1.5 3.5 4.5 5.5 6. ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 6 | 2186 | 64.9% | |
| 1 | 668 | 19.8% | |
| 5 | 300 | 8.9% | |
| 4 | 173 | 5.1% | |
| 3 | 21 | 0.6% | |
| 2 | 18 | 0.5% |
| Value | Count | Frequency (%) | |
| 1 | 668 | 19.8% | |
| 2 | 18 | 0.5% | |
| 3 | 21 | 0.6% | |
| 4 | 173 | 5.1% | |
| 5 | 300 | 8.9% |
| Value | Count | Frequency (%) | |
| 6 | 2186 | 64.9% | |
| 5 | 300 | 8.9% | |
| 4 | 173 | 5.1% | |
| 3 | 21 | 0.6% | |
| 2 | 18 | 0.5% |
gender
Categorical
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 26.4 KiB |
| M | |
|---|---|
| F |
| Value | Count | Frequency (%) | |
| M | 2198 | 65.3% | |
| F | 1168 | 34.7% |
Composition
| Contains chars | True |
|---|---|
| Contains digits | False |
| Contains whitespace | False |
| Contains non-words | False |
Length
| Max length | 1 |
|---|---|
| Mean length | 1 |
| Min length | 1 |
h1_arterial_po2_min
Real number (ℝ≥0)
| Distinct count | 656 |
|---|---|
| Unique (%) | 19.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 165.11977569815807 |
|---|---|
| Minimum | 31.0 |
| Maximum | 514.905 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 26.4 KiB |
Quantile statistics
| Minimum | 31 |
|---|---|
| 5-th percentile | 61 |
| Q1 | 88 |
| median | 132 |
| Q3 | 216 |
| 95-th percentile | 389 |
| Maximum | 514.905 |
| Range | 483.905 |
| Interquartile range (IQR) | 128 |
Descriptive statistics
| Standard deviation | 101.7943334 |
|---|---|
| Coefficient of variation (CV) | 0.6164878374 |
| Kurtosis | 0.9922298011 |
| Mean | 165.1197757 |
| Median Absolute Deviation (MAD) | 80.43972066 |
| Skewness | 1.245188685 |
| Sum | 555793.165 |
| Variance | 10362.08632 |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[ 31. 50.45 60.85 64.9 65.1 ... 289.5 351.5 459.5 511.9525 514.905 ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 83 | 35 | 1.0% | |
| 74 | 31 | 0.9% | |
| 84 | 29 | 0.9% | |
| 79 | 27 | 0.8% | |
| 92 | 27 | 0.8% | |
| 67 | 26 | 0.8% | |
| 73 | 26 | 0.8% | |
| 76 | 26 | 0.8% | |
| 91 | 25 | 0.7% | |
| 98 | 25 | 0.7% | |
| Other values (646) | 3089 | 91.8% |
| Value | Count | Frequency (%) | |
| 31 | 8 | 0.2% | |
| 33 | 2 | 0.1% | |
| 34 | 3 | 0.1% | |
| 34.3 | 1 | < 0.1% | |
| 35 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 514.905 | 13 | 0.4% | |
| 509 | 2 | 0.1% | |
| 508 | 1 | < 0.1% | |
| 507 | 1 | < 0.1% | |
| 506 | 1 | < 0.1% |
h1_heartrate_max
Real number (ℝ≥0)
| Distinct count | 115 |
|---|---|
| Unique (%) | 3.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 90.43077837195484 |
|---|---|
| Minimum | 46.0 |
| Maximum | 164.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 26.4 KiB |
Quantile statistics
| Minimum | 46 |
|---|---|
| 5-th percentile | 64 |
| Q1 | 80 |
| median | 87 |
| Q3 | 100 |
| 95-th percentile | 127 |
| Maximum | 164 |
| Range | 118 |
| Interquartile range (IQR) | 20 |
Descriptive statistics
| Standard deviation | 18.8561251 |
|---|---|
| Coefficient of variation (CV) | 0.2085144619 |
| Kurtosis | 1.460708053 |
| Mean | 90.43077837 |
| Median Absolute Deviation (MAD) | 14.2287963 |
| Skewness | 0.9526923278 |
| Sum | 304390 |
| Variance | 355.5534536 |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[ 46. 53.5 59.5 67.5 77.5 ... 111.5 120.5 137.5 163. 164. ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 80 | 290 | 8.6% | |
| 90 | 154 | 4.6% | |
| 91 | 106 | 3.1% | |
| 87 | 98 | 2.9% | |
| 81 | 94 | 2.8% | |
| 86 | 93 | 2.8% | |
| 82 | 84 | 2.5% | |
| 84 | 79 | 2.3% | |
| 92 | 74 | 2.2% | |
| 79 | 72 | 2.1% | |
| Other values (105) | 2222 | 66.0% |
| Value | Count | Frequency (%) | |
| 46 | 6 | 0.2% | |
| 47 | 3 | 0.1% | |
| 48 | 1 | < 0.1% | |
| 50 | 4 | 0.1% | |
| 51 | 2 | 0.1% |
| Value | Count | Frequency (%) | |
| 164 | 13 | 0.4% | |
| 162 | 2 | 0.1% | |
| 161 | 2 | 0.1% | |
| 160 | 3 | 0.1% | |
| 159 | 3 | 0.1% |
h1_heartrate_min
Real number (ℝ≥0)
| Distinct count | 104 |
|---|---|
| Unique (%) | 3.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 80.7944147355912 |
|---|---|
| Minimum | 36.0 |
| Maximum | 144.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 26.4 KiB |
Quantile statistics
| Minimum | 36 |
|---|---|
| 5-th percentile | 56 |
| Q1 | 70 |
| median | 80 |
| Q3 | 90 |
| 95-th percentile | 112 |
| Maximum | 144 |
| Range | 108 |
| Interquartile range (IQR) | 20 |
Descriptive statistics
| Standard deviation | 16.76112866 |
|---|---|
| Coefficient of variation (CV) | 0.2074540513 |
| Kurtosis | 0.8250588308 |
| Mean | 80.79441474 |
| Median Absolute Deviation (MAD) | 12.65637995 |
| Skewness | 0.5972307983 |
| Sum | 271954 |
| Variance | 280.9354339 |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[ 36. 37. 41.5 50.5 53.5 ... 91.5 102.5 114.5 126.5 144. ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 80 | 327 | 9.7% | |
| 90 | 124 | 3.7% | |
| 79 | 102 | 3.0% | |
| 70 | 95 | 2.8% | |
| 82 | 86 | 2.6% | |
| 72 | 84 | 2.5% | |
| 73 | 81 | 2.4% | |
| 78 | 81 | 2.4% | |
| 76 | 79 | 2.3% | |
| 86 | 75 | 2.2% | |
| Other values (94) | 2232 | 66.3% |
| Value | Count | Frequency (%) | |
| 36 | 7 | 0.2% | |
| 38 | 2 | 0.1% | |
| 40 | 1 | < 0.1% | |
| 41 | 1 | < 0.1% | |
| 42 | 3 | 0.1% |
| Value | Count | Frequency (%) | |
| 144 | 8 | 0.2% | |
| 142 | 1 | < 0.1% | |
| 141 | 1 | < 0.1% | |
| 139 | 3 | 0.1% | |
| 137 | 1 | < 0.1% |
h1_mbp_invasive_max
Real number (ℝ≥0)
| Distinct count | 198 |
|---|---|
| Unique (%) | 5.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 92.62347742127155 |
|---|---|
| Minimum | 35.625 |
| Maximum | 293.375 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 26.4 KiB |
Quantile statistics
| Minimum | 35.625 |
|---|---|
| 5-th percentile | 65 |
| Q1 | 77 |
| median | 86 |
| Q3 | 98 |
| 95-th percentile | 134 |
| Maximum | 293.375 |
| Range | 257.75 |
| Interquartile range (IQR) | 21 |
Descriptive statistics
| Standard deviation | 31.64572155 |
|---|---|
| Coefficient of variation (CV) | 0.34165983 |
| Kurtosis | 16.45006747 |
| Mean | 92.62347742 |
| Median Absolute Deviation (MAD) | 18.35337372 |
| Skewness | 3.529291561 |
| Sum | 311770.625 |
| Variance | 1001.451693 |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[ 35.625 49.5 61.5 66.5 73.5 ... 115.5 127.5 148.5 293.1875 293.375 ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 84 | 99 | 2.9% | |
| 82 | 97 | 2.9% | |
| 86 | 86 | 2.6% | |
| 77 | 85 | 2.5% | |
| 83 | 84 | 2.5% | |
| 80 | 83 | 2.5% | |
| 85 | 81 | 2.4% | |
| 79 | 80 | 2.4% | |
| 78 | 80 | 2.4% | |
| 81 | 80 | 2.4% | |
| Other values (188) | 2511 | 74.6% |
| Value | Count | Frequency (%) | |
| 35.625 | 5 | 0.1% | |
| 40 | 2 | 0.1% | |
| 43 | 1 | < 0.1% | |
| 45 | 1 | < 0.1% | |
| 46 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 293.375 | 12 | 0.4% | |
| 293 | 1 | < 0.1% | |
| 292 | 1 | < 0.1% | |
| 291 | 1 | < 0.1% | |
| 290 | 1 | < 0.1% |
h1_mbp_invasive_min
Real number (ℝ≥0)
| Distinct count | 116 |
|---|---|
| Unique (%) | 3.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 68.85472370766489 |
|---|---|
| Minimum | 8.0 |
| Maximum | 140.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 26.4 KiB |
Quantile statistics
| Minimum | 8 |
|---|---|
| 5-th percentile | 47 |
| Q1 | 60 |
| median | 67 |
| Q3 | 77 |
| 95-th percentile | 98 |
| Maximum | 140 |
| Range | 132 |
| Interquartile range (IQR) | 17 |
Descriptive statistics
| Standard deviation | 15.75754222 |
|---|---|
| Coefficient of variation (CV) | 0.2288520143 |
| Kurtosis | 2.199830799 |
| Mean | 68.85472371 |
| Median Absolute Deviation (MAD) | 11.63973964 |
| Skewness | 0.412230444 |
| Sum | 231765 |
| Variance | 248.3001367 |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[ 8. 9. 35.5 42.5 45.5 ... 86.5 93.5 102.5 115.5 140. ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 65 | 123 | 3.7% | |
| 62 | 118 | 3.5% | |
| 63 | 116 | 3.4% | |
| 66 | 113 | 3.4% | |
| 70 | 112 | 3.3% | |
| 67 | 108 | 3.2% | |
| 64 | 108 | 3.2% | |
| 69 | 106 | 3.1% | |
| 60 | 98 | 2.9% | |
| 74 | 89 | 2.6% | |
| Other values (106) | 2275 | 67.6% |
| Value | Count | Frequency (%) | |
| 8 | 8 | 0.2% | |
| 10 | 3 | 0.1% | |
| 11 | 2 | 0.1% | |
| 14 | 2 | 0.1% | |
| 15 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 140 | 5 | 0.1% | |
| 135 | 1 | < 0.1% | |
| 134 | 2 | 0.1% | |
| 130 | 2 | 0.1% | |
| 128 | 1 | < 0.1% |
h1_mbp_max
Real number (ℝ≥0)
| Distinct count | 108 |
|---|---|
| Unique (%) | 3.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 85.58674985145574 |
|---|---|
| Minimum | 49.0 |
| Maximum | 165.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 26.4 KiB |
Quantile statistics
| Minimum | 49 |
|---|---|
| 5-th percentile | 61 |
| Q1 | 73 |
| median | 82 |
| Q3 | 95 |
| 95-th percentile | 120 |
| Maximum | 165 |
| Range | 116 |
| Interquartile range (IQR) | 22 |
Descriptive statistics
| Standard deviation | 19.23286694 |
|---|---|
| Coefficient of variation (CV) | 0.2247178094 |
| Kurtosis | 3.274053635 |
| Mean | 85.58674985 |
| Median Absolute Deviation (MAD) | 14.173508 |
| Skewness | 1.362475344 |
| Sum | 288085 |
| Variance | 369.9031706 |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[ 49. 49.5 53.5 60.5 64.5 ... 116.5 128.5 143.5 163.5 165. ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 77 | 107 | 3.2% | |
| 82 | 99 | 2.9% | |
| 76 | 96 | 2.9% | |
| 78 | 95 | 2.8% | |
| 80 | 93 | 2.8% | |
| 72 | 92 | 2.7% | |
| 74 | 89 | 2.6% | |
| 81 | 87 | 2.6% | |
| 79 | 84 | 2.5% | |
| 70 | 83 | 2.5% | |
| Other values (98) | 2441 | 72.5% |
| Value | Count | Frequency (%) | |
| 49 | 21 | 0.6% | |
| 50 | 8 | 0.2% | |
| 51 | 6 | 0.2% | |
| 52 | 7 | 0.2% | |
| 53 | 7 | 0.2% |
| Value | Count | Frequency (%) | |
| 165 | 45 | 1.3% | |
| 162 | 1 | < 0.1% | |
| 158 | 1 | < 0.1% | |
| 156 | 1 | < 0.1% | |
| 155 | 2 | 0.1% |
h1_mbp_min
Real number (ℝ≥0)
| Distinct count | 98 |
|---|---|
| Unique (%) | 2.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 69.95098039215686 |
|---|---|
| Minimum | 32.0 |
| Maximum | 138.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 26.4 KiB |
Quantile statistics
| Minimum | 32 |
|---|---|
| 5-th percentile | 47 |
| Q1 | 60 |
| median | 68 |
| Q3 | 78 |
| 95-th percentile | 98 |
| Maximum | 138 |
| Range | 106 |
| Interquartile range (IQR) | 18 |
Descriptive statistics
| Standard deviation | 15.37444389 |
|---|---|
| Coefficient of variation (CV) | 0.2197888265 |
| Kurtosis | 1.221336723 |
| Mean | 69.95098039 |
| Median Absolute Deviation (MAD) | 11.77047872 |
| Skewness | 0.6066864071 |
| Sum | 235455 |
| Variance | 236.373525 |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[ 32. 32.5 38.5 41.5 48.5 ... 86.5 93.5 101.5 111.5 138. ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 65 | 130 | 3.9% | |
| 63 | 115 | 3.4% | |
| 66 | 105 | 3.1% | |
| 67 | 103 | 3.1% | |
| 70 | 103 | 3.1% | |
| 64 | 101 | 3.0% | |
| 69 | 101 | 3.0% | |
| 62 | 101 | 3.0% | |
| 68 | 97 | 2.9% | |
| 74 | 94 | 2.8% | |
| Other values (88) | 2316 | 68.8% |
| Value | Count | Frequency (%) | |
| 32 | 24 | 0.7% | |
| 33 | 1 | < 0.1% | |
| 34 | 4 | 0.1% | |
| 35 | 2 | 0.1% | |
| 36 | 5 | 0.1% |
| Value | Count | Frequency (%) | |
| 138 | 7 | 0.2% | |
| 133 | 1 | < 0.1% | |
| 130 | 1 | < 0.1% | |
| 128 | 1 | < 0.1% | |
| 127 | 2 | 0.1% |
h1_resprate_max
Real number (ℝ≥0)
| Distinct count | 47 |
|---|---|
| Unique (%) | 1.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 19.117349970291148 |
|---|---|
| Minimum | 10.0 |
| Maximum | 59.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 26.4 KiB |
Quantile statistics
| Minimum | 10 |
|---|---|
| 5-th percentile | 12 |
| Q1 | 15 |
| median | 18 |
| Q3 | 22 |
| 95-th percentile | 32 |
| Maximum | 59 |
| Range | 49 |
| Interquartile range (IQR) | 7 |
Descriptive statistics
| Standard deviation | 7.098723213 |
|---|---|
| Coefficient of variation (CV) | 0.3713236 |
| Kurtosis | 8.754122273 |
| Mean | 19.11734997 |
| Median Absolute Deviation (MAD) | 4.861351447 |
| Skewness | 2.389003656 |
| Sum | 64349 |
| Variance | 50.39187125 |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[10. 10.5 11.5 12.5 13.5 ... 30.5 36.5 43.5 58.5 59. ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 16 | 354 | 10.5% | |
| 14 | 349 | 10.4% | |
| 18 | 309 | 9.2% | |
| 15 | 247 | 7.3% | |
| 12 | 242 | 7.2% | |
| 20 | 236 | 7.0% | |
| 17 | 224 | 6.7% | |
| 19 | 195 | 5.8% | |
| 22 | 150 | 4.5% | |
| 21 | 127 | 3.8% | |
| Other values (37) | 933 | 27.7% |
| Value | Count | Frequency (%) | |
| 10 | 65 | 1.9% | |
| 11 | 45 | 1.3% | |
| 12 | 242 | 7.2% | |
| 13 | 123 | 3.7% | |
| 14 | 349 | 10.4% |
| Value | Count | Frequency (%) | |
| 59 | 24 | 0.7% | |
| 58 | 2 | 0.1% | |
| 56 | 1 | < 0.1% | |
| 55 | 1 | < 0.1% | |
| 54 | 1 | < 0.1% |
h1_spo2_max
Real number (ℝ≥0)
| Distinct count | 32 |
|---|---|
| Unique (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 99.06773618538324 |
|---|---|
| Minimum | 13.0 |
| Maximum | 100.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 26.4 KiB |
Quantile statistics
| Minimum | 13 |
|---|---|
| 5-th percentile | 95 |
| Q1 | 99 |
| median | 100 |
| Q3 | 100 |
| 95-th percentile | 100 |
| Maximum | 100 |
| Range | 87 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 3.148836722 |
|---|---|
| Coefficient of variation (CV) | 0.03178468433 |
| Kurtosis | 209.3106633 |
| Mean | 99.06773619 |
| Median Absolute Deviation (MAD) | 1.387594091 |
| Skewness | -11.02174095 |
| Sum | 333462 |
| Variance | 9.915172704 |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[ 13. 59. 75. 89.5 92.5 94.5 96.5 98.5 99.5 100. ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 100 | 2505 | 74.4% | |
| 99 | 278 | 8.3% | |
| 98 | 186 | 5.5% | |
| 97 | 144 | 4.3% | |
| 96 | 79 | 2.3% | |
| 95 | 51 | 1.5% | |
| 94 | 33 | 1.0% | |
| 93 | 23 | 0.7% | |
| 92 | 12 | 0.4% | |
| 91 | 9 | 0.3% | |
| Other values (22) | 46 | 1.4% |
| Value | Count | Frequency (%) | |
| 13 | 1 | < 0.1% | |
| 56 | 1 | < 0.1% | |
| 62 | 1 | < 0.1% | |
| 63 | 1 | < 0.1% | |
| 64 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 100 | 2505 | 74.4% | |
| 99 | 278 | 8.3% | |
| 98 | 186 | 5.5% | |
| 97 | 144 | 4.3% | |
| 96 | 79 | 2.3% |
h1_spo2_min
Real number (ℝ≥0)
| Distinct count | 58 |
|---|---|
| Unique (%) | 1.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 95.98247177658942 |
|---|---|
| Minimum | 9.0 |
| Maximum | 100.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 26.4 KiB |
Quantile statistics
| Minimum | 9 |
|---|---|
| 5-th percentile | 85 |
| Q1 | 95 |
| median | 98 |
| Q3 | 100 |
| 95-th percentile | 100 |
| Maximum | 100 |
| Range | 91 |
| Interquartile range (IQR) | 5 |
Descriptive statistics
| Standard deviation | 8.009911502 |
|---|---|
| Coefficient of variation (CV) | 0.08345181525 |
| Kurtosis | 42.5244115 |
| Mean | 95.98247178 |
| Median Absolute Deviation (MAD) | 4.196222298 |
| Skewness | -5.537014001 |
| Sum | 323077 |
| Variance | 64.15868227 |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[ 9. 64.5 72.5 82.5 87.5 ... 94.5 96.5 97.5 99.5 100. ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 100 | 1176 | 34.9% | |
| 99 | 441 | 13.1% | |
| 98 | 361 | 10.7% | |
| 97 | 270 | 8.0% | |
| 96 | 219 | 6.5% | |
| 95 | 203 | 6.0% | |
| 94 | 136 | 4.0% | |
| 93 | 109 | 3.2% | |
| 92 | 84 | 2.5% | |
| 91 | 58 | 1.7% | |
| Other values (48) | 309 | 9.2% |
| Value | Count | Frequency (%) | |
| 9 | 2 | 0.1% | |
| 10 | 2 | 0.1% | |
| 12 | 2 | 0.1% | |
| 13 | 1 | < 0.1% | |
| 21 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 100 | 1176 | 34.9% | |
| 99 | 441 | 13.1% | |
| 98 | 361 | 10.7% | |
| 97 | 270 | 8.0% | |
| 96 | 219 | 6.5% |
heart_rate_apache
Real number (ℝ≥0)
| Distinct count | 139 |
|---|---|
| Unique (%) | 4.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 98.03683897801545 |
|---|---|
| Minimum | 30.0 |
| Maximum | 178.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 26.4 KiB |
Quantile statistics
| Minimum | 30 |
|---|---|
| 5-th percentile | 50.25 |
| Q1 | 87 |
| median | 100 |
| Q3 | 114 |
| 95-th percentile | 143 |
| Maximum | 178 |
| Range | 148 |
| Interquartile range (IQR) | 27 |
Descriptive statistics
| Standard deviation | 28.01263476 |
|---|---|
| Coefficient of variation (CV) | 0.2857358015 |
| Kurtosis | -0.004558474185 |
| Mean | 98.03683898 |
| Median Absolute Deviation (MAD) | 21.28785708 |
| Skewness | -0.1297332729 |
| Sum | 329992 |
| Variance | 784.7077064 |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[ 30. 31. 41.5 50.5 64.5 ... 142.5 153.5 170.5 177.5 178. ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 90 | 94 | 2.8% | |
| 91 | 85 | 2.5% | |
| 96 | 80 | 2.4% | |
| 97 | 74 | 2.2% | |
| 101 | 73 | 2.2% | |
| 94 | 71 | 2.1% | |
| 100 | 70 | 2.1% | |
| 99 | 67 | 2.0% | |
| 106 | 67 | 2.0% | |
| 103 | 62 | 1.8% | |
| Other values (129) | 2623 | 77.9% |
| Value | Count | Frequency (%) | |
| 30 | 27 | 0.8% | |
| 32 | 1 | < 0.1% | |
| 33 | 4 | 0.1% | |
| 34 | 4 | 0.1% | |
| 35 | 2 | 0.1% |
| Value | Count | Frequency (%) | |
| 178 | 15 | 0.4% | |
| 177 | 1 | < 0.1% | |
| 175 | 2 | 0.1% | |
| 171 | 1 | < 0.1% | |
| 170 | 2 | 0.1% |
height
Real number (ℝ≥0)
| Distinct count | 163 |
|---|---|
| Unique (%) | 4.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 171.3797177658942 |
|---|---|
| Minimum | 137.2 |
| Maximum | 195.59 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 26.4 KiB |
Quantile statistics
| Minimum | 137.2 |
|---|---|
| 5-th percentile | 154 |
| Q1 | 165 |
| median | 172.7 |
| Q3 | 179.1 |
| 95-th percentile | 185.875 |
| Maximum | 195.59 |
| Range | 58.39 |
| Interquartile range (IQR) | 14.1 |
Descriptive statistics
| Standard deviation | 10.21707139 |
|---|---|
| Coefficient of variation (CV) | 0.05961657263 |
| Kurtosis | -0.3214282561 |
| Mean | 171.3797178 |
| Median Absolute Deviation (MAD) | 8.427060907 |
| Skewness | -0.306912624 |
| Sum | 576864.13 |
| Variance | 104.3885478 |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[137.2 138.6 144.75 149.85 149.95 ... 190.75 192.5 193.5 195.545 195.59 ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 177.8 | 212 | 6.3% | |
| 172.7 | 177 | 5.3% | |
| 160 | 157 | 4.7% | |
| 180.3 | 148 | 4.4% | |
| 167.6 | 147 | 4.4% | |
| 165.1 | 136 | 4.0% | |
| 182.9 | 136 | 4.0% | |
| 175.3 | 129 | 3.8% | |
| 170 | 108 | 3.2% | |
| 162.6 | 102 | 3.0% | |
| Other values (153) | 1914 | 56.9% |
| Value | Count | Frequency (%) | |
| 137.2 | 10 | 0.3% | |
| 140 | 1 | < 0.1% | |
| 142.2 | 3 | 0.1% | |
| 143 | 1 | < 0.1% | |
| 144 | 2 | 0.1% |
| Value | Count | Frequency (%) | |
| 195.59 | 12 | 0.4% | |
| 195.5 | 1 | < 0.1% | |
| 194 | 1 | < 0.1% | |
| 193 | 20 | 0.6% | |
| 192 | 2 | 0.1% |
hepatic_failure
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 26.4 KiB |
| 0 | |
|---|---|
| 1 | 46 |
| Value | Count | Frequency (%) | |
| 0 | 3320 | 98.6% | |
| 1 | 46 | 1.4% |
hospital_admit_source
Categorical
| Distinct count | 13 |
|---|---|
| Unique (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 26.4 KiB |
| Operating Room | |
|---|---|
| Emergency Department | 391 |
| Direct Admit | 184 |
| Recovery Room | 157 |
| Floor | 133 |
| Other values (8) | 129 |
| Value | Count | Frequency (%) | |
| Operating Room | 2372 | 70.5% | |
| Emergency Department | 391 | 11.6% | |
| Direct Admit | 184 | 5.5% | |
| Recovery Room | 157 | 4.7% | |
| Floor | 133 | 4.0% | |
| Other Hospital | 55 | 1.6% | |
| PACU | 25 | 0.7% | |
| Acute Care/Floor | 18 | 0.5% | |
| Step-Down Unit (SDU) | 17 | 0.5% | |
| Chest Pain Center | 6 | 0.2% | |
| Other values (3) | 8 | 0.2% |
Composition
| Contains chars | True |
|---|---|
| Contains digits | False |
| Contains whitespace | True |
| Contains non-words | True |
Length
| Max length | 20 |
|---|---|
| Mean length | 14.14795009 |
| Min length | 4 |
icu_stay_type
Categorical
| Distinct count | 3 |
|---|---|
| Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 26.4 KiB |
| admit | |
|---|---|
| transfer | 36 |
| readmit | 9 |
| Value | Count | Frequency (%) | |
| admit | 3321 | 98.7% | |
| transfer | 36 | 1.1% | |
| readmit | 9 | 0.3% |
Composition
| Contains chars | True |
|---|---|
| Contains digits | False |
| Contains whitespace | False |
| Contains non-words | False |
Length
| Max length | 8 |
|---|---|
| Mean length | 5.037433155 |
| Min length | 5 |
immunosuppression
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 26.4 KiB |
| 0 | |
|---|---|
| 1 | 46 |
| Value | Count | Frequency (%) | |
| 0 | 3320 | 98.6% | |
| 1 | 46 | 1.4% |
intubated_apache
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 26.4 KiB |
| 1 | |
|---|---|
| 0 | 395 |
| Value | Count | Frequency (%) | |
| 1 | 2971 | 88.3% | |
| 0 | 395 | 11.7% |
leukemia
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 26.4 KiB |
| 0 | |
|---|---|
| 1 | 12 |
| Value | Count | Frequency (%) | |
| 0 | 3354 | 99.6% | |
| 1 | 12 | 0.4% |
lymphoma
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 26.4 KiB |
| 0 | |
|---|---|
| 1 | 12 |
| Value | Count | Frequency (%) | |
| 0 | 3354 | 99.6% | |
| 1 | 12 | 0.4% |
pao2_apache
Real number (ℝ≥0)
| Distinct count | 655 |
|---|---|
| Unique (%) | 19.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 150.17085561497328 |
|---|---|
| Minimum | 31.0 |
| Maximum | 498.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 26.4 KiB |
Quantile statistics
| Minimum | 31 |
|---|---|
| 5-th percentile | 63 |
| Q1 | 89 |
| median | 121 |
| Q3 | 179 |
| 95-th percentile | 350.75 |
| Maximum | 498 |
| Range | 467 |
| Interquartile range (IQR) | 90 |
Descriptive statistics
| Standard deviation | 89.83446089 |
|---|---|
| Coefficient of variation (CV) | 0.5982150166 |
| Kurtosis | 2.302638397 |
| Mean | 150.1708556 |
| Median Absolute Deviation (MAD) | 67.17981673 |
| Skewness | 1.582658614 |
| Sum | 505475.1 |
| Variance | 8070.230363 |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[ 31. 31.5 53.6 62.95 63.25 ... 214.5 289.5 416.55 497.6 498. ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 76 | 35 | 1.0% | |
| 83 | 32 | 1.0% | |
| 92 | 32 | 1.0% | |
| 101 | 31 | 0.9% | |
| 105 | 31 | 0.9% | |
| 91 | 29 | 0.9% | |
| 80 | 29 | 0.9% | |
| 103 | 29 | 0.9% | |
| 95 | 28 | 0.8% | |
| 78 | 28 | 0.8% | |
| Other values (645) | 3062 | 91.0% |
| Value | Count | Frequency (%) | |
| 31 | 12 | 0.4% | |
| 32 | 1 | < 0.1% | |
| 33 | 2 | 0.1% | |
| 34 | 4 | 0.1% | |
| 34.3 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 498 | 10 | 0.3% | |
| 497.2 | 1 | < 0.1% | |
| 496 | 1 | < 0.1% | |
| 494 | 1 | < 0.1% | |
| 492 | 1 | < 0.1% |
resprate_apache
Real number (ℝ≥0)
| Distinct count | 58 |
|---|---|
| Unique (%) | 1.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 20.467855020796197 |
|---|---|
| Minimum | 4.0 |
| Maximum | 60.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 26.4 KiB |
Quantile statistics
| Minimum | 4 |
|---|---|
| 5-th percentile | 4 |
| Q1 | 8 |
| median | 12 |
| Q3 | 32 |
| 95-th percentile | 46 |
| Maximum | 60 |
| Range | 56 |
| Interquartile range (IQR) | 24 |
Descriptive statistics
| Standard deviation | 14.46492753 |
|---|---|
| Coefficient of variation (CV) | 0.7067143827 |
| Kurtosis | -0.8196474076 |
| Mean | 20.46785502 |
| Median Absolute Deviation (MAD) | 13.1817098 |
| Skewness | 0.5667690697 |
| Sum | 68894.8 |
| Variance | 209.2341284 |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[ 4. 4.5 9.5 10.5 12.5 ... 40.2 40.7 43.5 51.5 60. ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 4 | 321 | 9.5% | |
| 10 | 276 | 8.2% | |
| 12 | 186 | 5.5% | |
| 8 | 184 | 5.5% | |
| 9 | 170 | 5.1% | |
| 7 | 151 | 4.5% | |
| 5 | 142 | 4.2% | |
| 11 | 140 | 4.2% | |
| 6 | 137 | 4.1% | |
| 30 | 123 | 3.7% | |
| Other values (48) | 1536 | 45.6% |
| Value | Count | Frequency (%) | |
| 4 | 321 | 9.5% | |
| 5 | 142 | 4.2% | |
| 6 | 137 | 4.1% | |
| 7 | 151 | 4.5% | |
| 8 | 184 | 5.5% |
| Value | Count | Frequency (%) | |
| 60 | 11 | 0.3% | |
| 59 | 12 | 0.4% | |
| 58 | 9 | 0.3% | |
| 57 | 6 | 0.2% | |
| 56 | 10 | 0.3% |
sodium_apache
Real number (ℝ≥0)
| Distinct count | 50 |
|---|---|
| Unique (%) | 1.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 139.64370172311348 |
|---|---|
| Minimum | 117.0 |
| Maximum | 158.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 26.4 KiB |
Quantile statistics
| Minimum | 117 |
|---|---|
| 5-th percentile | 133 |
| Q1 | 137 |
| median | 139 |
| Q3 | 142 |
| 95-th percentile | 149 |
| Maximum | 158 |
| Range | 41 |
| Interquartile range (IQR) | 5 |
Descriptive statistics
| Standard deviation | 4.87854756 |
|---|---|
| Coefficient of variation (CV) | 0.03493567916 |
| Kurtosis | 2.382404069 |
| Mean | 139.6437017 |
| Median Absolute Deviation (MAD) | 3.50389705 |
| Skewness | 0.5839238952 |
| Sum | 470040.7 |
| Variance | 23.80022629 |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[117. 127.5 130.1 130.6 132.5 ... 148.5 150.5 155.5 157.5 158. ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 140 | 387 | 11.5% | |
| 139 | 352 | 10.5% | |
| 138 | 344 | 10.2% | |
| 141 | 317 | 9.4% | |
| 137 | 308 | 9.2% | |
| 136 | 251 | 7.5% | |
| 142 | 251 | 7.5% | |
| 135 | 175 | 5.2% | |
| 143 | 153 | 4.5% | |
| 134 | 115 | 3.4% | |
| Other values (40) | 713 | 21.2% |
| Value | Count | Frequency (%) | |
| 117 | 3 | 0.1% | |
| 119 | 1 | < 0.1% | |
| 120 | 1 | < 0.1% | |
| 121 | 3 | 0.1% | |
| 122 | 2 | 0.1% |
| Value | Count | Frequency (%) | |
| 158 | 19 | 0.6% | |
| 157 | 2 | 0.1% | |
| 156 | 7 | 0.2% | |
| 155 | 12 | 0.4% | |
| 154 | 12 | 0.4% |
solid_tumor_with_metastasis
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 26.4 KiB |
| 0 | |
|---|---|
| 1 | 33 |
| Value | Count | Frequency (%) | |
| 0 | 3333 | 99.0% | |
| 1 | 33 | 1.0% |
ventilated_apache
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 26.4 KiB |
| 1 | |
|---|---|
| 0 | 180 |
| Value | Count | Frequency (%) | |
| 1 | 3186 | 94.7% | |
| 0 | 180 | 5.3% |
weight
Real number (ℝ≥0)
| Distinct count | 1027 |
|---|---|
| Unique (%) | 30.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 88.18402852049911 |
|---|---|
| Minimum | 38.6 |
| Maximum | 186.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 26.4 KiB |
Quantile statistics
| Minimum | 38.6 |
|---|---|
| 5-th percentile | 56.225 |
| Q1 | 72.625 |
| median | 86 |
| Q3 | 100.3 |
| 95-th percentile | 126.235 |
| Maximum | 186 |
| Range | 147.4 |
| Interquartile range (IQR) | 27.675 |
Descriptive statistics
| Standard deviation | 22.21025462 |
|---|---|
| Coefficient of variation (CV) | 0.2518625537 |
| Kurtosis | 1.51432091 |
| Mean | 88.18402852 |
| Median Absolute Deviation (MAD) | 17.14549248 |
| Skewness | 0.8172894465 |
| Sum | 296827.44 |
| Variance | 493.2954104 |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[ 38.6 45.7 50.5 58.85 59.05 ... 113.45 127.2 149.75 185.7 186. ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 100 | 32 | 1.0% | |
| 70 | 25 | 0.7% | |
| 81.6 | 24 | 0.7% | |
| 80 | 22 | 0.7% | |
| 75 | 22 | 0.7% | |
| 90 | 22 | 0.7% | |
| 86 | 21 | 0.6% | |
| 83 | 21 | 0.6% | |
| 72.6 | 20 | 0.6% | |
| 90.7 | 19 | 0.6% | |
| Other values (1017) | 3138 | 93.2% |
| Value | Count | Frequency (%) | |
| 38.6 | 3 | 0.1% | |
| 39.2 | 3 | 0.1% | |
| 39.5 | 1 | < 0.1% | |
| 41 | 1 | < 0.1% | |
| 41.3 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 186 | 6 | 0.2% | |
| 185.4 | 1 | < 0.1% | |
| 185.06 | 1 | < 0.1% | |
| 183.5 | 1 | < 0.1% | |
| 183 | 1 | < 0.1% |
First rows
| age | apache_2_diagnosis | arf_apache | bmi | cirrhosis | d1_arterial_pco2_max | d1_arterial_pco2_min | d1_arterial_ph_max | d1_arterial_ph_min | d1_arterial_po2_min | d1_calcium_max | d1_calcium_min | d1_diasbp_invasive_max | d1_diasbp_invasive_min | d1_glucose_max | d1_hco3_max | d1_hco3_min | d1_heartrate_max | d1_heartrate_min | d1_inr_max | d1_inr_min | d1_pao2fio2ratio_max | d1_pao2fio2ratio_min | d1_resprate_max | d1_sodium_max | d1_sodium_min | d1_spo2_min | d1_sysbp_invasive_max | d1_sysbp_invasive_min | d1_temp_max | df_index | diabetes_mellitus | ethnicity | gcs_motor_apache | gender | h1_arterial_po2_min | h1_heartrate_max | h1_heartrate_min | h1_mbp_invasive_max | h1_mbp_invasive_min | h1_mbp_max | h1_mbp_min | h1_resprate_max | h1_spo2_max | h1_spo2_min | heart_rate_apache | height | hepatic_failure | hospital_admit_source | icu_stay_type | immunosuppression | intubated_apache | leukemia | lymphoma | pao2_apache | resprate_apache | sodium_apache | solid_tumor_with_metastasis | ventilated_apache | weight | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 47.0 | 214.0 | 0 | 28.867188 | 0 | 39.0 | 36.0 | 7.30 | 7.27 | 120.0 | 8.0 | 7.4 | 170.0 | 55.0 | 121.0 | 22.0 | 18.0 | 138.0 | 114.0 | 1.3 | 1.3 | 367.500000 | 300.000000 | 41.0 | 142.0 | 139.0 | 91.0 | 289.0 | 71.0 | 37.6 | 106 | 0 | Asian | 6.0 | F | 120.0 | 135.0 | 116.0 | 131.0 | 96.0 | 111.0 | 99.0 | 10.0 | 100.0 | 98.0 | 139.0 | 160.0 | 0 | Operating Room | admit | 0 | 1 | 0 | 0 | 120.0 | 41.0 | 139.0 | 0 | 1 | 73.90 |
| 1 | 86.0 | 203.0 | 0 | 22.499302 | 0 | 38.0 | 22.0 | 7.59 | 7.42 | 193.0 | 8.2 | 8.2 | 68.0 | 32.0 | 164.0 | 25.0 | 25.0 | 79.0 | 68.0 | 1.1 | 1.1 | 551.428571 | 454.545455 | 29.0 | 134.0 | 134.0 | 98.0 | 166.0 | 100.0 | 38.0 | 132 | 0 | Caucasian | 6.0 | F | 200.0 | 74.0 | 68.0 | 108.0 | 98.0 | 108.0 | 98.0 | 24.0 | 100.0 | 98.0 | 68.0 | 167.6 | 0 | Operating Room | admit | 0 | 0 | 0 | 0 | 193.0 | 43.0 | 134.0 | 0 | 0 | 63.20 |
| 2 | 61.0 | 306.0 | 0 | 45.598886 | 0 | 40.0 | 33.0 | 7.45 | 7.19 | 108.0 | 9.0 | 8.4 | 74.0 | 26.0 | 490.0 | 32.0 | 20.0 | 140.0 | 78.0 | 4.9 | 1.9 | 372.500000 | 270.000000 | 34.0 | 143.0 | 137.0 | 49.0 | 144.0 | 42.0 | 38.1 | 426 | 1 | Caucasian | 6.0 | F | 149.0 | 106.0 | 88.0 | 88.0 | 36.0 | 88.0 | 36.0 | 17.0 | 100.0 | 99.0 | 142.0 | 172.7 | 0 | Emergency Department | admit | 0 | 1 | 0 | 0 | 108.0 | 4.0 | 137.0 | 0 | 1 | 136.00 |
| 3 | 54.0 | 305.0 | 0 | 22.277898 | 0 | 40.0 | 29.0 | 7.47 | 7.32 | 88.0 | 7.5 | 6.8 | 62.0 | 40.0 | 155.0 | 24.0 | 23.0 | 124.0 | 84.0 | 1.0 | 1.0 | 390.000000 | 390.000000 | 28.0 | 140.0 | 140.0 | 96.0 | 114.0 | 90.0 | 38.2 | 445 | 0 | Caucasian | 6.0 | F | 256.0 | 108.0 | 92.0 | 110.0 | 104.0 | 110.0 | 104.0 | 16.0 | 100.0 | 100.0 | 132.0 | 162.6 | 0 | Operating Room | admit | 0 | 1 | 0 | 0 | 117.0 | 10.0 | 140.0 | 0 | 1 | 58.90 |
| 4 | 80.0 | 203.0 | 0 | 30.056473 | 0 | 42.0 | 38.0 | 7.41 | 7.39 | 91.0 | 8.6 | 8.6 | 66.0 | 38.0 | 187.0 | 24.0 | 24.0 | 150.0 | 88.0 | 1.3 | 1.2 | 292.000000 | 227.500000 | 26.0 | 138.0 | 138.0 | 90.0 | 134.0 | 76.0 | 37.3 | 535 | 0 | Caucasian | 6.0 | F | 146.0 | 150.0 | 90.0 | 92.0 | 66.0 | 92.0 | 66.0 | 10.0 | 100.0 | 96.0 | 150.0 | 161.3 | 0 | Operating Room | admit | 0 | 1 | 0 | 0 | 146.0 | 35.0 | 138.0 | 0 | 1 | 78.20 |
| 5 | 68.0 | 202.0 | 0 | 24.887703 | 0 | 43.0 | 35.0 | 7.41 | 7.35 | 67.0 | 8.2 | 8.2 | 64.0 | 42.0 | 193.0 | 23.0 | 23.0 | 82.0 | 58.0 | 1.3 | 1.2 | 111.666667 | 111.666667 | 27.0 | 138.0 | 138.0 | 92.0 | 120.0 | 84.0 | 37.6 | 556 | 0 | Caucasian | 6.0 | F | 67.0 | 62.0 | 58.0 | 82.0 | 70.0 | 82.0 | 70.0 | 14.0 | 97.0 | 95.0 | 58.0 | 162.6 | 0 | Operating Room | admit | 0 | 0 | 0 | 0 | 67.0 | 34.0 | 138.0 | 0 | 0 | 65.80 |
| 6 | 76.0 | 214.0 | 0 | 35.527344 | 0 | 60.0 | 47.0 | 7.39 | 7.29 | 136.0 | 8.2 | 7.7 | 68.0 | 31.0 | 178.0 | 30.0 | 30.0 | 97.0 | 68.0 | 2.4 | 2.4 | 462.500000 | 340.000000 | 66.0 | 147.0 | 145.0 | 92.0 | 215.0 | 82.0 | 38.6 | 632 | 0 | Caucasian | 6.0 | F | 185.0 | 97.0 | 76.0 | 117.0 | 81.0 | 109.0 | 109.0 | 59.0 | 100.0 | 99.0 | 99.0 | 160.0 | 0 | Operating Room | admit | 0 | 1 | 0 | 0 | 136.0 | 37.0 | 147.0 | 0 | 1 | 90.95 |
| 7 | 77.0 | 203.0 | 0 | 23.784329 | 0 | 49.0 | 41.0 | 7.37 | 7.28 | 85.0 | 8.6 | 8.6 | 42.0 | 30.0 | 190.0 | 25.0 | 25.0 | 88.0 | 70.0 | 1.2 | 1.1 | 461.224490 | 148.333333 | 32.0 | 146.0 | 146.0 | 93.0 | 138.0 | 98.0 | 37.0 | 643 | 0 | Caucasian | 6.0 | F | 89.0 | 84.0 | 72.0 | 64.0 | 54.0 | 64.0 | 54.0 | 12.0 | 100.0 | 99.0 | 84.0 | 157.5 | 0 | Operating Room | admit | 0 | 1 | 0 | 0 | 89.0 | 54.0 | 146.0 | 0 | 1 | 59.00 |
| 8 | 35.0 | 103.0 | 0 | 33.582720 | 0 | 43.0 | 35.0 | 7.44 | 7.35 | 69.0 | 7.3 | 7.2 | 68.0 | 48.0 | 123.0 | 24.0 | 23.0 | 110.0 | 94.0 | 1.2 | 1.2 | 121.111111 | 69.000000 | 25.0 | 140.0 | 138.0 | 82.0 | 138.0 | 94.0 | 38.8 | 669 | 0 | Caucasian | 1.0 | M | 73.0 | 110.0 | 106.0 | 74.0 | 64.0 | 88.0 | 88.0 | 22.0 | 97.0 | 94.0 | 114.0 | 175.3 | 0 | Direct Admit | admit | 0 | 1 | 0 | 0 | 75.0 | 23.0 | 138.0 | 0 | 1 | 103.20 |
| 9 | 46.0 | 308.0 | 0 | 24.756677 | 0 | 37.0 | 21.0 | 7.47 | 7.34 | 123.0 | 7.9 | 5.7 | 120.0 | 32.0 | 145.0 | 22.0 | 16.0 | 126.0 | 56.0 | 1.4 | 1.2 | 577.000000 | 123.000000 | 28.0 | 136.0 | 131.0 | 98.0 | 130.0 | 76.0 | 37.6 | 970 | 0 | African American | 6.0 | M | 123.0 | 122.0 | 56.0 | 72.0 | 68.0 | 82.0 | 44.0 | 23.0 | 100.0 | 100.0 | 126.0 | 188.0 | 0 | Operating Room | admit | 0 | 0 | 0 | 0 | 123.0 | 7.0 | 136.0 | 0 | 1 | 87.50 |
Last rows
| age | apache_2_diagnosis | arf_apache | bmi | cirrhosis | d1_arterial_pco2_max | d1_arterial_pco2_min | d1_arterial_ph_max | d1_arterial_ph_min | d1_arterial_po2_min | d1_calcium_max | d1_calcium_min | d1_diasbp_invasive_max | d1_diasbp_invasive_min | d1_glucose_max | d1_hco3_max | d1_hco3_min | d1_heartrate_max | d1_heartrate_min | d1_inr_max | d1_inr_min | d1_pao2fio2ratio_max | d1_pao2fio2ratio_min | d1_resprate_max | d1_sodium_max | d1_sodium_min | d1_spo2_min | d1_sysbp_invasive_max | d1_sysbp_invasive_min | d1_temp_max | df_index | diabetes_mellitus | ethnicity | gcs_motor_apache | gender | h1_arterial_po2_min | h1_heartrate_max | h1_heartrate_min | h1_mbp_invasive_max | h1_mbp_invasive_min | h1_mbp_max | h1_mbp_min | h1_resprate_max | h1_spo2_max | h1_spo2_min | heart_rate_apache | height | hepatic_failure | hospital_admit_source | icu_stay_type | immunosuppression | intubated_apache | leukemia | lymphoma | pao2_apache | resprate_apache | sodium_apache | solid_tumor_with_metastasis | ventilated_apache | weight | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 3356 | 73.0 | 203.0 | 0 | 33.459310 | 0 | 68.3 | 37.8 | 7.429 | 7.148 | 61.0 | 7.7 | 7.4 | 54.0 | 40.0 | 222.0 | 27.0 | 22.0 | 84.0 | 65.0 | 1.45 | 1.45 | 244.000000 | 152.000000 | 28.0 | 146.0 | 144.0 | 88.0 | 139.0 | 82.0 | 37.3 | 130036 | 0 | African American | 6.0 | F | 168.0 | 80.0 | 80.0 | 65.0 | 63.0 | 78.0 | 78.0 | 16.0 | 100.0 | 100.0 | 80.0 | 157.5 | 0 | Operating Room | admit | 0 | 1 | 0 | 0 | 168.0 | 27.0 | 144.0 | 0 | 1 | 83.0 |
| 3357 | 66.0 | 308.0 | 0 | 28.189275 | 0 | 42.0 | 36.7 | 7.403 | 7.328 | 91.0 | 9.0 | 8.7 | 68.0 | 48.0 | 182.0 | 22.0 | 22.0 | 121.0 | 69.0 | 1.20 | 1.20 | 318.000000 | 252.777778 | 34.0 | 138.0 | 138.0 | 90.0 | 136.0 | 93.0 | 38.2 | 130039 | 0 | African American | 6.0 | M | 318.0 | 82.0 | 69.0 | 91.0 | 72.0 | 85.0 | 85.0 | 16.0 | 100.0 | 100.0 | 119.0 | 185.5 | 0 | Operating Room | admit | 0 | 1 | 0 | 0 | 318.0 | 34.0 | 138.0 | 0 | 1 | 97.0 |
| 3358 | 70.0 | 114.0 | 0 | 36.005197 | 0 | 66.6 | 39.1 | 7.269 | 7.041 | 50.0 | 7.2 | 5.5 | 73.0 | 50.0 | 363.0 | 18.0 | 15.0 | 109.0 | 63.0 | 1.32 | 1.19 | 244.000000 | 62.500000 | 43.0 | 144.0 | 138.0 | 95.0 | 157.0 | 97.0 | 35.1 | 130058 | 0 | Caucasian | 1.0 | M | 244.0 | 87.0 | 63.0 | 68.0 | 68.0 | 85.0 | 74.0 | 43.0 | 100.0 | 95.0 | 109.0 | 170.2 | 0 | Emergency Department | admit | 0 | 1 | 0 | 0 | 56.0 | 39.0 | 138.0 | 0 | 1 | 104.3 |
| 3359 | 62.0 | 217.0 | 0 | 27.724447 | 0 | 40.1 | 31.7 | 7.406 | 7.341 | 104.0 | 9.0 | 9.0 | 96.0 | 44.0 | 139.0 | 23.0 | 23.0 | 123.0 | 65.0 | 1.06 | 1.06 | 485.000000 | 260.000000 | 29.0 | 137.0 | 137.0 | 99.0 | 205.0 | 100.0 | 37.5 | 130074 | 0 | Caucasian | 6.0 | F | 164.0 | 94.0 | 67.0 | 115.0 | 63.0 | 114.0 | 73.0 | 23.0 | 100.0 | 100.0 | 135.0 | 162.6 | 0 | Emergency Department | admit | 0 | 1 | 0 | 0 | 485.0 | 29.0 | 137.0 | 0 | 1 | 73.3 |
| 3360 | 67.0 | 203.0 | 0 | 28.836131 | 0 | 61.8 | 38.3 | 7.431 | 7.216 | 59.0 | 7.8 | 7.7 | 68.0 | 42.0 | 175.0 | 24.0 | 24.0 | 90.0 | 65.0 | 1.14 | 1.14 | 268.750000 | 84.285714 | 34.0 | 142.0 | 142.0 | 93.0 | 151.0 | 94.0 | 38.1 | 130094 | 0 | Caucasian | 6.0 | F | 124.0 | 80.0 | 79.0 | 90.0 | 70.0 | 87.0 | 72.0 | 14.0 | 100.0 | 98.0 | 90.0 | 167.6 | 0 | Operating Room | admit | 0 | 1 | 0 | 0 | 124.0 | 38.0 | 142.0 | 0 | 1 | 81.0 |
| 3361 | 62.0 | 308.0 | 0 | 33.178948 | 0 | 41.5 | 40.4 | 7.352 | 7.301 | 95.0 | 7.9 | 7.9 | 63.0 | 41.0 | 200.0 | 24.0 | 21.0 | 99.0 | 72.0 | 1.19 | 1.19 | 247.500000 | 95.000000 | 24.0 | 141.0 | 140.0 | 95.0 | 128.0 | 83.0 | 38.5 | 130105 | 0 | Caucasian | 5.0 | M | 95.0 | 89.0 | 81.0 | 96.0 | 74.0 | 86.0 | 75.0 | 24.0 | 100.0 | 100.0 | 99.0 | 170.1 | 0 | Direct Admit | admit | 0 | 1 | 0 | 0 | 95.0 | 4.0 | 140.0 | 0 | 1 | 96.0 |
| 3362 | 82.0 | 203.0 | 0 | 16.810280 | 1 | 55.0 | 45.6 | 7.381 | 7.314 | 171.0 | 8.4 | 8.1 | 70.0 | 25.0 | 117.0 | 28.0 | 24.0 | 95.0 | 56.0 | 1.18 | 1.18 | 388.636364 | 388.636364 | 75.0 | 134.0 | 132.0 | 98.0 | 195.0 | 97.0 | 37.1 | 130120 | 0 | Caucasian | 6.0 | F | 171.0 | 95.0 | 70.0 | 94.0 | 55.0 | 93.0 | 85.0 | 30.0 | 100.0 | 100.0 | 55.0 | 157.5 | 1 | Operating Room | admit | 0 | 0 | 0 | 0 | 171.0 | 57.0 | 134.0 | 0 | 0 | 41.7 |
| 3363 | 66.0 | 203.0 | 0 | 28.823381 | 0 | 41.5 | 31.4 | 7.494 | 7.376 | 193.0 | 8.0 | 7.3 | 65.0 | 43.0 | 209.0 | 26.0 | 23.0 | 115.0 | 86.0 | 1.36 | 1.36 | 380.000000 | 380.000000 | 50.0 | 145.0 | 142.0 | 96.0 | 159.0 | 99.0 | 37.4 | 130149 | 0 | Caucasian | 6.0 | F | 380.0 | 115.0 | 104.0 | 71.0 | 69.0 | 65.0 | 65.0 | 16.0 | 100.0 | 100.0 | 115.0 | 157.5 | 0 | Floor | admit | 0 | 1 | 0 | 0 | 380.0 | 50.0 | 142.0 | 0 | 1 | 71.5 |
| 3364 | 50.0 | 305.0 | 0 | 20.324301 | 0 | 53.1 | 34.7 | 7.368 | 7.185 | 89.0 | 7.3 | 6.3 | 140.0 | 42.0 | 182.0 | 20.0 | 20.0 | 104.0 | 48.0 | 1.02 | 1.02 | 300.000000 | 222.500000 | 28.0 | 143.0 | 140.0 | 94.0 | 209.0 | 89.0 | 37.8 | 130151 | 0 | African American | 5.0 | F | 226.0 | 72.0 | 65.0 | 83.0 | 69.0 | 82.0 | 79.0 | 17.0 | 100.0 | 100.0 | 62.0 | 165.1 | 0 | Operating Room | admit | 0 | 1 | 0 | 0 | 226.0 | 14.0 | 143.0 | 0 | 1 | 55.4 |
| 3365 | 73.0 | 114.0 | 0 | 32.265371 | 0 | 44.0 | 23.2 | 7.614 | 7.161 | 80.0 | 8.1 | 8.0 | 93.0 | 46.0 | 346.0 | 26.0 | 19.0 | 101.0 | 58.0 | 1.14 | 1.11 | 163.000000 | 80.000000 | 34.0 | 142.0 | 139.0 | 77.0 | 164.0 | 86.0 | 35.1 | 130154 | 1 | African American | 1.0 | M | 163.0 | 101.0 | 92.0 | 87.0 | 73.0 | 95.0 | 95.0 | 24.0 | 100.0 | 100.0 | 104.0 | 177.8 | 0 | Emergency Department | admit | 0 | 1 | 0 | 0 | 80.0 | 34.0 | 142.0 | 0 | 1 | 102.0 |